3 Synthetic QA Generation

📌 Item 1A (Risk Factors) - Preview:
 Item 1A. Risk Factors
An investment in our Class A common stock involves a high degree of risk. You should carefully consider the risks and uncertainties described below, together with all the other information in this Annual Report on Form 10-K, including “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and the consolidated financial statements and the related notes. If any of the following risks actually occurs, our business, reputation, financial conditi ...

📌 Item 7 (MD&A) - Preview:
 Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations
The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our audited consolidated financial statements (and notes thereto) for the year ended December 31, 2020 included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks and uncertainties. Our actual results could differ  ...

[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential negative impacts of Altair Engineering Inc. using cash to fund an acquisition?', 'gt_answer': 'The payment of cash will decrease available cash.', 'gt_context': "Altair Engineering Inc. may pay cash, incur debt, or issue equity securities to fund an acquisition. The payment of cash will decrease available cash. The incurrence of debt would likely increase Altair Engineering Inc.'s fixed obligations and could subject Altair Engineering Inc. to restrictive covenants or obligations. The issuance of equity securities would likely be dilutive to Altair Engineering Inc.'s stockholders. Altair Engineering Inc. may also incur unanticipated liabilities as a result of acquiring companies. Future acquisition activity may disrupt Altair Engineering Inc.'s core business, divert Altair Engineering Inc.'s resources, or require significant management attention.\nInternational operations expose Altair Engineering Inc. to risks inherent in international activities.\nOperating in international markets requires significant resources and management attention and subjects Altair Engineering Inc. to regulatory, economic and political risks that are different from those in the United States. Altair Engineering Inc. face risks in doing business internationally that could adversely affect Altair Engineering Inc.'s business, including:\n•\nthe need to localize and adapt Altair Engineering Inc.'s software for specific countries, including translation into foreign languages and associated expenses;\n•\nforeign exchange risk;\n•\nimport and export restrictions and changes in trade regulation, including uncertainty regarding renegotiation of international trade agreements and partnerships;\n•\nsales and customer service challenges associated with operating in different countries;\n•\nenhanced difficulties of integrating foreign acquisitions;\n•\ndifficulties in staffing and managing foreign operations and working with foreign partners;\n•\ndifferent pricing environments, longer sales cycles, longer accounts receivable payment cycles, and collections issues;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences of Altair Engineering Inc. incurring debt to fund an acquisition?', 'gt_answer': "The incurrence of debt would likely increase Altair Engineering Inc.'s fixed obligations and could subject Altair Engineering Inc. to restrictive covenants or obligations.", 'gt_context': "Altair Engineering Inc. may pay cash, incur debt, or issue equity securities to fund an acquisition. The payment of cash will decrease available cash. The incurrence of debt would likely increase Altair Engineering Inc.'s fixed obligations and could subject Altair Engineering Inc. to restrictive covenants or obligations. The issuance of equity securities would likely be dilutive to Altair Engineering Inc.'s stockholders. Altair Engineering Inc. may also incur unanticipated liabilities as a result of acquiring companies. Future acquisition activity may disrupt Altair Engineering Inc.'s core business, divert Altair Engineering Inc.'s resources, or require significant management attention.\nInternational operations expose Altair Engineering Inc. to risks inherent in international activities.\nOperating in international markets requires significant resources and management attention and subjects Altair Engineering Inc. to regulatory, economic and political risks that are different from those in the United States. Altair Engineering Inc. face risks in doing business internationally that could adversely affect Altair Engineering Inc.'s business, including:\n•\nthe need to localize and adapt Altair Engineering Inc.'s software for specific countries, including translation into foreign languages and associated expenses;\n•\nforeign exchange risk;\n•\nimport and export restrictions and changes in trade regulation, including uncertainty regarding renegotiation of international trade agreements and partnerships;\n•\nsales and customer service challenges associated with operating in different countries;\n•\nenhanced difficulties of integrating foreign acquisitions;\n•\ndifficulties in staffing and managing foreign operations and working with foreign partners;\n•\ndifferent pricing environments, longer sales cycles, longer accounts receivable payment cycles, and collections issues;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential risks associated with Altair Engineering Inc. issuing equity securities to fund an acquisition?', 'gt_answer': "The issuance of equity securities would likely be dilutive to Altair Engineering Inc.'s stockholders.", 'gt_context': "Altair Engineering Inc. may pay cash, incur debt, or issue equity securities to fund an acquisition. The payment of cash will decrease available cash. The incurrence of debt would likely increase Altair Engineering Inc.'s fixed obligations and could subject Altair Engineering Inc. to restrictive covenants or obligations. The issuance of equity securities would likely be dilutive to Altair Engineering Inc.'s stockholders. Altair Engineering Inc. may also incur unanticipated liabilities as a result of acquiring companies. Future acquisition activity may disrupt Altair Engineering Inc.'s core business, divert Altair Engineering Inc.'s resources, or require significant management attention.\nInternational operations expose Altair Engineering Inc. to risks inherent in international activities.\nOperating in international markets requires significant resources and management attention and subjects Altair Engineering Inc. to regulatory, economic and political risks that are different from those in the United States. Altair Engineering Inc. face risks in doing business internationally that could adversely affect Altair Engineering Inc.'s business, including:\n•\nthe need to localize and adapt Altair Engineering Inc.'s software for specific countries, including translation into foreign languages and associated expenses;\n•\nforeign exchange risk;\n•\nimport and export restrictions and changes in trade regulation, including uncertainty regarding renegotiation of international trade agreements and partnerships;\n•\nsales and customer service challenges associated with operating in different countries;\n•\nenhanced difficulties of integrating foreign acquisitions;\n•\ndifficulties in staffing and managing foreign operations and working with foreign partners;\n•\ndifferent pricing environments, longer sales cycles, longer accounts receivable payment cycles, and collections issues;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary risk associated with the integration of new technologies and systems at Altair Engineering Inc.?', 'gt_answer': 'The primary risk is the unanticipated incompatibility of technologies and systems.', 'gt_context': "•\nunanticipated incompatibility of technologies and systems;\n•\nfailure to leverage the increased scale of Altair Engineering Inc.'s business quickly and effectively;\n•\npotential difficulties integrating and harmonizing financial reporting systems;\n•\nthe loss of key employees;\n•\nfailure to effectively coordinate sales and marketing efforts to communicate the capabilities of Altair Engineering Inc.'s enhanced portfolio of software and products;\n•\nfailure to combine product offerings and product lines quickly and effectively;\n•\nfailure to convert an increasing amount of new or acquired customer relationships revenue from perpetual to annual recurring revenue streams; or\n•\nfailure to effectively invest in further sales, marketing, and research and development efforts that lead to increased revenues.\nAltair Engineering Inc. face significant competition, which may adversely affect Altair Engineering Inc.'s ability to add new customers, retain existing customers, and grow Altair Engineering Inc.'s business.\nThe market for simulation, data analytics, and high-performance computing software is highly fragmented. Altair Engineering Inc.'s primary competitors include companies such as IBM, Dassault Systèmes, Siemens, Ansys, MSC Software (a Hexagon company), and Alteryx. Many are large public companies, with significant financial resources. In addition to these competitors, Altair Engineering Inc. compete with many smaller companies offering similar software applications."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could be a significant challenge for Altair Engineering Inc. in terms of financial reporting after a merger or acquisition?', 'gt_answer': 'A significant challenge could be potential difficulties integrating and harmonizing financial reporting systems.', 'gt_context': "•\nunanticipated incompatibility of technologies and systems;\n•\nfailure to leverage the increased scale of Altair Engineering Inc.'s business quickly and effectively;\n•\npotential difficulties integrating and harmonizing financial reporting systems;\n•\nthe loss of key employees;\n•\nfailure to effectively coordinate sales and marketing efforts to communicate the capabilities of Altair Engineering Inc.'s enhanced portfolio of software and products;\n•\nfailure to combine product offerings and product lines quickly and effectively;\n•\nfailure to convert an increasing amount of new or acquired customer relationships revenue from perpetual to annual recurring revenue streams; or\n•\nfailure to effectively invest in further sales, marketing, and research and development efforts that lead to increased revenues.\nAltair Engineering Inc. face significant competition, which may adversely affect Altair Engineering Inc.'s ability to add new customers, retain existing customers, and grow Altair Engineering Inc.'s business.\nThe market for simulation, data analytics, and high-performance computing software is highly fragmented. Altair Engineering Inc.'s primary competitors include companies such as IBM, Dassault Systèmes, Siemens, Ansys, MSC Software (a Hexagon company), and Alteryx. Many are large public companies, with significant financial resources. In addition to these competitors, Altair Engineering Inc. compete with many smaller companies offering similar software applications."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'Who are some of the main competitors of Altair Engineering Inc. in the simulation, data analytics, and high-performance computing software market?', 'gt_answer': 'Some of the main competitors include IBM, Dassault Systèmes, Siemens, Ansys, MSC Software (a Hexagon company), and Alteryx.', 'gt_context': "•\nunanticipated incompatibility of technologies and systems;\n•\nfailure to leverage the increased scale of Altair Engineering Inc.'s business quickly and effectively;\n•\npotential difficulties integrating and harmonizing financial reporting systems;\n•\nthe loss of key employees;\n•\nfailure to effectively coordinate sales and marketing efforts to communicate the capabilities of Altair Engineering Inc.'s enhanced portfolio of software and products;\n•\nfailure to combine product offerings and product lines quickly and effectively;\n•\nfailure to convert an increasing amount of new or acquired customer relationships revenue from perpetual to annual recurring revenue streams; or\n•\nfailure to effectively invest in further sales, marketing, and research and development efforts that lead to increased revenues.\nAltair Engineering Inc. face significant competition, which may adversely affect Altair Engineering Inc.'s ability to add new customers, retain existing customers, and grow Altair Engineering Inc.'s business.\nThe market for simulation, data analytics, and high-performance computing software is highly fragmented. Altair Engineering Inc.'s primary competitors include companies such as IBM, Dassault Systèmes, Siemens, Ansys, MSC Software (a Hexagon company), and Alteryx. Many are large public companies, with significant financial resources. In addition to these competitors, Altair Engineering Inc. compete with many smaller companies offering similar software applications."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary factor contributing to Altair Engineering Inc.'s revenue growth?", 'gt_answer': "The primary factor contributing to Altair Engineering Inc.'s revenue growth is the increasing sales of their simulation, high-performance computing, and data analytics technologies.", 'gt_context': "Risks relating to Altair Engineering Inc.'s business and industry\nAltair Engineering Inc. have experienced significant revenue growth and Altair Engineering Inc. may fail to sustain that growth rate or may not grow in the future.\nAltair Engineering Inc. were founded in 1985 and launched Altair Engineering Inc.'s first commercial software in 1990. Altair Engineering Inc.'s growth has primarily been attributed to the increasing sales of Altair Engineering Inc.'s simulation, high-performance computing and data analytics technologies to enhance decision making, product performance, compress development time, and reduce costs. Revenue from Altair Engineering Inc.'s software segment has historically constituted a significant portion of Altair Engineering Inc.'s total revenue. Altair Engineering Inc.'s revenue growth could decline over time as a result of a number of factors, including increasing competition from smaller entities and well-established, larger organizations, limited ability to, or Altair Engineering Inc.'s decision not to, increase pricing, contraction of Altair Engineering Inc.'s overall market, the manner in which the markets for Altair Engineering Inc.'s products, including Altair Engineering Inc.'s data analytics products, evolve or Altair Engineering Inc.'s failure to capitalize on growth opportunities. Other factors include managing Altair Engineering Inc.'s global organization, revenues generated outside the United States that are subject to adverse currency fluctuations, uncertain international geopolitical landscapes and the acquisition of businesses which may grow more slowly than Altair Engineering Inc.'s business. Accordingly, Altair Engineering Inc. may not achieve similar growth rates in future periods, and you should not rely on Altair Engineering Inc.'s historical revenue growth as an indication of Altair Engineering Inc.'s future revenue or revenue growth."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are some potential reasons for a decline in Altair Engineering Inc.'s revenue growth rate?", 'gt_answer': "Potential reasons for a decline in Altair Engineering Inc.'s revenue growth rate include increasing competition, limited ability to increase pricing, contraction of their overall market, failure to capitalize on growth opportunities, and managing their global organization.", 'gt_context': "Risks relating to Altair Engineering Inc.'s business and industry\nAltair Engineering Inc. have experienced significant revenue growth and Altair Engineering Inc. may fail to sustain that growth rate or may not grow in the future.\nAltair Engineering Inc. were founded in 1985 and launched Altair Engineering Inc.'s first commercial software in 1990. Altair Engineering Inc.'s growth has primarily been attributed to the increasing sales of Altair Engineering Inc.'s simulation, high-performance computing and data analytics technologies to enhance decision making, product performance, compress development time, and reduce costs. Revenue from Altair Engineering Inc.'s software segment has historically constituted a significant portion of Altair Engineering Inc.'s total revenue. Altair Engineering Inc.'s revenue growth could decline over time as a result of a number of factors, including increasing competition from smaller entities and well-established, larger organizations, limited ability to, or Altair Engineering Inc.'s decision not to, increase pricing, contraction of Altair Engineering Inc.'s overall market, the manner in which the markets for Altair Engineering Inc.'s products, including Altair Engineering Inc.'s data analytics products, evolve or Altair Engineering Inc.'s failure to capitalize on growth opportunities. Other factors include managing Altair Engineering Inc.'s global organization, revenues generated outside the United States that are subject to adverse currency fluctuations, uncertain international geopolitical landscapes and the acquisition of businesses which may grow more slowly than Altair Engineering Inc.'s business. Accordingly, Altair Engineering Inc. may not achieve similar growth rates in future periods, and you should not rely on Altair Engineering Inc.'s historical revenue growth as an indication of Altair Engineering Inc.'s future revenue or revenue growth."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What specific risks does Altair Engineering Inc. face due to their global operations?', 'gt_answer': 'Specific risks Altair Engineering Inc. faces due to their global operations include adverse currency fluctuations and uncertain international geopolitical landscapes.', 'gt_context': "Risks relating to Altair Engineering Inc.'s business and industry\nAltair Engineering Inc. have experienced significant revenue growth and Altair Engineering Inc. may fail to sustain that growth rate or may not grow in the future.\nAltair Engineering Inc. were founded in 1985 and launched Altair Engineering Inc.'s first commercial software in 1990. Altair Engineering Inc.'s growth has primarily been attributed to the increasing sales of Altair Engineering Inc.'s simulation, high-performance computing and data analytics technologies to enhance decision making, product performance, compress development time, and reduce costs. Revenue from Altair Engineering Inc.'s software segment has historically constituted a significant portion of Altair Engineering Inc.'s total revenue. Altair Engineering Inc.'s revenue growth could decline over time as a result of a number of factors, including increasing competition from smaller entities and well-established, larger organizations, limited ability to, or Altair Engineering Inc.'s decision not to, increase pricing, contraction of Altair Engineering Inc.'s overall market, the manner in which the markets for Altair Engineering Inc.'s products, including Altair Engineering Inc.'s data analytics products, evolve or Altair Engineering Inc.'s failure to capitalize on growth opportunities. Other factors include managing Altair Engineering Inc.'s global organization, revenues generated outside the United States that are subject to adverse currency fluctuations, uncertain international geopolitical landscapes and the acquisition of businesses which may grow more slowly than Altair Engineering Inc.'s business. Accordingly, Altair Engineering Inc. may not achieve similar growth rates in future periods, and you should not rely on Altair Engineering Inc.'s historical revenue growth as an indication of Altair Engineering Inc.'s future revenue or revenue growth."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with the potential loss of Altair Engineering Inc.'s senior executives?", 'gt_answer': "The primary risk associated with the potential loss of Altair Engineering Inc.'s senior executives is that it may delay or prevent the achievement of the company's business objectives.", 'gt_context': "If Altair Engineering Inc. lose Altair Engineering Inc.'s senior executives, Altair Engineering Inc. may be unable to achieve Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc. currently depend on the continued services and performance of James Scapa, Altair Engineering Inc.'s chief executive officer, and other senior executives. Many members of this executive team have served Altair Engineering Inc.'s for more than 15 years, with Mr. Scapa having served since Altair Engineering Inc.'s founding in 1985. Loss of Mr. Scapa’s services or those of other senior executives could delay or prevent the achievement of Altair Engineering Inc.'s business objectives.\nAcquisitions may dilute Altair Engineering Inc.'s stockholders, disrupt Altair Engineering Inc.'s core business, divert Altair Engineering Inc.'s resources, or require significant management attention.\nMost of Altair Engineering Inc.'s software has been developed internally with acquisitions used to augment Altair Engineering Inc.'s capabilities. Altair Engineering Inc. may not effectively identify, evaluate, integrate, or use acquired technology or personnel from prior or future acquisitions, or accurately forecast the financial impact of an acquisition, including accounting charges.\nAfter the completion of an acquisition, it is possible that Altair Engineering Inc.'s valuation of such acquisition for purchase price allocation purposes may change compared to initial expectations and result in unanticipated write-offs or charges, impairment of Altair Engineering Inc.'s goodwill, or a material change to the fair value of the assets and liabilities associated with a particular acquisition."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the potential impact of acquisitions on Altair Engineering Inc.'s stockholders?", 'gt_answer': "Acquisitions may dilute Altair Engineering Inc.'s stockholders, disrupt the company's core business, divert resources, or require significant management attention.", 'gt_context': "If Altair Engineering Inc. lose Altair Engineering Inc.'s senior executives, Altair Engineering Inc. may be unable to achieve Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc. currently depend on the continued services and performance of James Scapa, Altair Engineering Inc.'s chief executive officer, and other senior executives. Many members of this executive team have served Altair Engineering Inc.'s for more than 15 years, with Mr. Scapa having served since Altair Engineering Inc.'s founding in 1985. Loss of Mr. Scapa’s services or those of other senior executives could delay or prevent the achievement of Altair Engineering Inc.'s business objectives.\nAcquisitions may dilute Altair Engineering Inc.'s stockholders, disrupt Altair Engineering Inc.'s core business, divert Altair Engineering Inc.'s resources, or require significant management attention.\nMost of Altair Engineering Inc.'s software has been developed internally with acquisitions used to augment Altair Engineering Inc.'s capabilities. Altair Engineering Inc. may not effectively identify, evaluate, integrate, or use acquired technology or personnel from prior or future acquisitions, or accurately forecast the financial impact of an acquisition, including accounting charges.\nAfter the completion of an acquisition, it is possible that Altair Engineering Inc.'s valuation of such acquisition for purchase price allocation purposes may change compared to initial expectations and result in unanticipated write-offs or charges, impairment of Altair Engineering Inc.'s goodwill, or a material change to the fair value of the assets and liabilities associated with a particular acquisition."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential financial implications of an acquisition for Altair Engineering Inc.?', 'gt_answer': "The potential financial implications of an acquisition for Altair Engineering Inc. include unanticipated write-offs or charges, impairment of the company's goodwill, or a material change to the fair value of the assets and liabilities associated with a particular acquisition.", 'gt_context': "If Altair Engineering Inc. lose Altair Engineering Inc.'s senior executives, Altair Engineering Inc. may be unable to achieve Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc. currently depend on the continued services and performance of James Scapa, Altair Engineering Inc.'s chief executive officer, and other senior executives. Many members of this executive team have served Altair Engineering Inc.'s for more than 15 years, with Mr. Scapa having served since Altair Engineering Inc.'s founding in 1985. Loss of Mr. Scapa’s services or those of other senior executives could delay or prevent the achievement of Altair Engineering Inc.'s business objectives.\nAcquisitions may dilute Altair Engineering Inc.'s stockholders, disrupt Altair Engineering Inc.'s core business, divert Altair Engineering Inc.'s resources, or require significant management attention.\nMost of Altair Engineering Inc.'s software has been developed internally with acquisitions used to augment Altair Engineering Inc.'s capabilities. Altair Engineering Inc. may not effectively identify, evaluate, integrate, or use acquired technology or personnel from prior or future acquisitions, or accurately forecast the financial impact of an acquisition, including accounting charges.\nAfter the completion of an acquisition, it is possible that Altair Engineering Inc.'s valuation of such acquisition for purchase price allocation purposes may change compared to initial expectations and result in unanticipated write-offs or charges, impairment of Altair Engineering Inc.'s goodwill, or a material change to the fair value of the assets and liabilities associated with a particular acquisition."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s company culture?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s company culture is the potential inability to maintain its core values of innovation, teamwork, and communication, which could harm the business.", 'gt_context': "If Altair Engineering Inc. cannot maintain Altair Engineering Inc.'s company culture of innovation, teamwork, and communication, Altair Engineering Inc.'s business may be harmed.\nAltair Engineering Inc. believe that a critical component to Altair Engineering Inc.'s success has been Altair Engineering Inc.'s company culture, which is based on Altair Engineering Inc.'s core values of innovation, envisioning the future, communicating honestly and broadly, seeking technology and business firsts, and embracing diversity. Altair Engineering Inc. have invested substantial time and resources in building a company embodying this culture. As Altair Engineering Inc. continue to develop the infrastructure of a public company and continue to grow, Altair Engineering Inc. may find it difficult to maintain these valuable aspects of Altair Engineering Inc.'s corporate culture. Any failure to preserve Altair Engineering Inc.'s culture, or embed Altair Engineering Inc.'s culture in Altair Engineering Inc.'s acquired businesses, could negatively impact Altair Engineering Inc.'s future success, including Altair Engineering Inc.'s ability to attract and retain personnel, encourage innovation and teamwork, and effectively focus on and pursue Altair Engineering Inc.'s corporate objectives.\nIf Altair Engineering Inc.'s existing customers or users do not increase their usage of Altair Engineering Inc.'s software, or Altair Engineering Inc. do not add new customers, the growth of Altair Engineering Inc.'s business may be harmed.\nAltair Engineering Inc.'s software includes a comprehensive open architecture solution for simulation, high-performance computing, data analytics, and artificial intelligence.\nAltair Engineering Inc.'s future success depends, in part, on Altair Engineering Inc.'s ability to increase the:\n•\nnumber of customers and users accessing Altair Engineering Inc.'s software;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc.'s company culture contribute to its success?", 'gt_answer': "Altair Engineering Inc.'s company culture, based on core values such as innovation, envisioning the future, communicating honestly and broadly, seeking technology and business firsts, and embracing diversity, has been a critical component to its success.", 'gt_context': "If Altair Engineering Inc. cannot maintain Altair Engineering Inc.'s company culture of innovation, teamwork, and communication, Altair Engineering Inc.'s business may be harmed.\nAltair Engineering Inc. believe that a critical component to Altair Engineering Inc.'s success has been Altair Engineering Inc.'s company culture, which is based on Altair Engineering Inc.'s core values of innovation, envisioning the future, communicating honestly and broadly, seeking technology and business firsts, and embracing diversity. Altair Engineering Inc. have invested substantial time and resources in building a company embodying this culture. As Altair Engineering Inc. continue to develop the infrastructure of a public company and continue to grow, Altair Engineering Inc. may find it difficult to maintain these valuable aspects of Altair Engineering Inc.'s corporate culture. Any failure to preserve Altair Engineering Inc.'s culture, or embed Altair Engineering Inc.'s culture in Altair Engineering Inc.'s acquired businesses, could negatively impact Altair Engineering Inc.'s future success, including Altair Engineering Inc.'s ability to attract and retain personnel, encourage innovation and teamwork, and effectively focus on and pursue Altair Engineering Inc.'s corporate objectives.\nIf Altair Engineering Inc.'s existing customers or users do not increase their usage of Altair Engineering Inc.'s software, or Altair Engineering Inc. do not add new customers, the growth of Altair Engineering Inc.'s business may be harmed.\nAltair Engineering Inc.'s software includes a comprehensive open architecture solution for simulation, high-performance computing, data analytics, and artificial intelligence.\nAltair Engineering Inc.'s future success depends, in part, on Altair Engineering Inc.'s ability to increase the:\n•\nnumber of customers and users accessing Altair Engineering Inc.'s software;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the two key factors that Altair Engineering Inc. needs to increase for future success?', 'gt_answer': 'The two key factors that Altair Engineering Inc. needs to increase for future success are the number of customers and users accessing its software, and the usage of its software by existing customers.', 'gt_context': "If Altair Engineering Inc. cannot maintain Altair Engineering Inc.'s company culture of innovation, teamwork, and communication, Altair Engineering Inc.'s business may be harmed.\nAltair Engineering Inc. believe that a critical component to Altair Engineering Inc.'s success has been Altair Engineering Inc.'s company culture, which is based on Altair Engineering Inc.'s core values of innovation, envisioning the future, communicating honestly and broadly, seeking technology and business firsts, and embracing diversity. Altair Engineering Inc. have invested substantial time and resources in building a company embodying this culture. As Altair Engineering Inc. continue to develop the infrastructure of a public company and continue to grow, Altair Engineering Inc. may find it difficult to maintain these valuable aspects of Altair Engineering Inc.'s corporate culture. Any failure to preserve Altair Engineering Inc.'s culture, or embed Altair Engineering Inc.'s culture in Altair Engineering Inc.'s acquired businesses, could negatively impact Altair Engineering Inc.'s future success, including Altair Engineering Inc.'s ability to attract and retain personnel, encourage innovation and teamwork, and effectively focus on and pursue Altair Engineering Inc.'s corporate objectives.\nIf Altair Engineering Inc.'s existing customers or users do not increase their usage of Altair Engineering Inc.'s software, or Altair Engineering Inc. do not add new customers, the growth of Altair Engineering Inc.'s business may be harmed.\nAltair Engineering Inc.'s software includes a comprehensive open architecture solution for simulation, high-performance computing, data analytics, and artificial intelligence.\nAltair Engineering Inc.'s future success depends, in part, on Altair Engineering Inc.'s ability to increase the:\n•\nnumber of customers and users accessing Altair Engineering Inc.'s software;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the most significant risk factor mentioned in Altair Engineering Inc.'s 10K Item 1A 'Risk Factors' section?", 'gt_answer': "The most significant risk factor mentioned is the renewal rates of Altair Engineering Inc.'s customers' software licenses.", 'gt_context': "•\nAltair Engineering Inc.'s customers’ software license renewal rates;\n•\nthe impact that acquisitions of businesses and products may have upon Altair Engineering Inc.;\n•\nthe impact of competition;\n•\nthe strength of the markets into which Altair Engineering Inc. sell, including automotive and financial services;\n•\nthe impact of COVID-19 and other global conditions outside Altair Engineering Inc.'s control;\n•\nfluctuations in Altair Engineering Inc.'s quarterly results;\n•\nfluctuations in foreign currency exchange rates;\n•\nthe extent to which software vendors participate in Altair Engineering Inc.'s APA program;\n•\nthe performance of Altair Engineering Inc.'s distributors and resellers;\n•\nAltair Engineering Inc.'s ability to adapt to and lead technology changes;\n•\nthe impact on profitability of Altair Engineering Inc.'s focus on growth and research & development;\n•\nthe impact of any unanticipated departures by key employees;\n•\nthe impact of Altair Engineering Inc.'s global presence;\n•\nthe impact of any impairments of goodwill or intangible assets; and\n•\nthe impact of any product liability claims or other legal proceedings.\nRisks relating to Altair Engineering Inc.'s intellectual property, including risks relating to:\n•\nthe impact of potential defects or errors in Altair Engineering Inc.'s software;\n•\nAltair Engineering Inc.'s ability to protect and enforce Altair Engineering Inc.'s technology and intellectual property rights;\n•\nthe impact of intellectual property disputes;\n•\nthe impact of any security breaches, computer malware, computer hacking attacks and other security incidents;\n•\nany failure of software to work seamlessly with Altair Engineering Inc.'s customers’ existing software;\n•\nproduct liability claims that may arise as a result of Altair Engineering Inc.'s customers’ use of Altair Engineering Inc.'s software or services;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How does the impact of acquisitions of businesses and products affect Altair Engineering Inc.?', 'gt_answer': 'The impact of acquisitions of businesses and products may have a significant effect on Altair Engineering Inc., although the specific nature of this impact is not detailed in the provided context.', 'gt_context': "•\nAltair Engineering Inc.'s customers’ software license renewal rates;\n•\nthe impact that acquisitions of businesses and products may have upon Altair Engineering Inc.;\n•\nthe impact of competition;\n•\nthe strength of the markets into which Altair Engineering Inc. sell, including automotive and financial services;\n•\nthe impact of COVID-19 and other global conditions outside Altair Engineering Inc.'s control;\n•\nfluctuations in Altair Engineering Inc.'s quarterly results;\n•\nfluctuations in foreign currency exchange rates;\n•\nthe extent to which software vendors participate in Altair Engineering Inc.'s APA program;\n•\nthe performance of Altair Engineering Inc.'s distributors and resellers;\n•\nAltair Engineering Inc.'s ability to adapt to and lead technology changes;\n•\nthe impact on profitability of Altair Engineering Inc.'s focus on growth and research & development;\n•\nthe impact of any unanticipated departures by key employees;\n•\nthe impact of Altair Engineering Inc.'s global presence;\n•\nthe impact of any impairments of goodwill or intangible assets; and\n•\nthe impact of any product liability claims or other legal proceedings.\nRisks relating to Altair Engineering Inc.'s intellectual property, including risks relating to:\n•\nthe impact of potential defects or errors in Altair Engineering Inc.'s software;\n•\nAltair Engineering Inc.'s ability to protect and enforce Altair Engineering Inc.'s technology and intellectual property rights;\n•\nthe impact of intellectual property disputes;\n•\nthe impact of any security breaches, computer malware, computer hacking attacks and other security incidents;\n•\nany failure of software to work seamlessly with Altair Engineering Inc.'s customers’ existing software;\n•\nproduct liability claims that may arise as a result of Altair Engineering Inc.'s customers’ use of Altair Engineering Inc.'s software or services;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the key markets that Altair Engineering Inc. sells into, and how does their strength influence the company's risk profile?", 'gt_answer': "The key markets that Altair Engineering Inc. sells into are automotive and financial services. The strength of these markets significantly influences the company's risk profile, as weaker markets could negatively impact the company's performance.", 'gt_context': "•\nAltair Engineering Inc.'s customers’ software license renewal rates;\n•\nthe impact that acquisitions of businesses and products may have upon Altair Engineering Inc.;\n•\nthe impact of competition;\n•\nthe strength of the markets into which Altair Engineering Inc. sell, including automotive and financial services;\n•\nthe impact of COVID-19 and other global conditions outside Altair Engineering Inc.'s control;\n•\nfluctuations in Altair Engineering Inc.'s quarterly results;\n•\nfluctuations in foreign currency exchange rates;\n•\nthe extent to which software vendors participate in Altair Engineering Inc.'s APA program;\n•\nthe performance of Altair Engineering Inc.'s distributors and resellers;\n•\nAltair Engineering Inc.'s ability to adapt to and lead technology changes;\n•\nthe impact on profitability of Altair Engineering Inc.'s focus on growth and research & development;\n•\nthe impact of any unanticipated departures by key employees;\n•\nthe impact of Altair Engineering Inc.'s global presence;\n•\nthe impact of any impairments of goodwill or intangible assets; and\n•\nthe impact of any product liability claims or other legal proceedings.\nRisks relating to Altair Engineering Inc.'s intellectual property, including risks relating to:\n•\nthe impact of potential defects or errors in Altair Engineering Inc.'s software;\n•\nAltair Engineering Inc.'s ability to protect and enforce Altair Engineering Inc.'s technology and intellectual property rights;\n•\nthe impact of intellectual property disputes;\n•\nthe impact of any security breaches, computer malware, computer hacking attacks and other security incidents;\n•\nany failure of software to work seamlessly with Altair Engineering Inc.'s customers’ existing software;\n•\nproduct liability claims that may arise as a result of Altair Engineering Inc.'s customers’ use of Altair Engineering Inc.'s software or services;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary factor that Altair Engineering Inc.'s revenues depend on?", 'gt_answer': "Altair Engineering Inc.'s revenues are largely dependent on their customers’ overall product design and development activities, particularly demand from mid- to- large-size organizations worldwide and their supplier base.", 'gt_context': "Altair Engineering Inc.'s revenues are largely dependent on Altair Engineering Inc.'s customers’ overall product design and development activities, particularly demand from mid- to- large-size organizations worldwide and their supplier base. The licensing of Altair Engineering Inc.'s software is discretionary. Altair Engineering Inc.'s customers may reduce their research and development budgets, which could cause them to reduce, defer, or forego licensing of Altair Engineering Inc.'s software. To the extent licensing of Altair Engineering Inc.'s software is perceived by existing and potential customers to be extraneous to their needs, Altair Engineering Inc.'s revenue may be negatively affected by Altair Engineering Inc.'s customers’ delays or reductions in product development research and development spending. Customers may delay or cancel software licensing or seek to lower their costs. Deterioration in the demand for product design and development software for any reason would harm Altair Engineering Inc.'s business, operating results, and financial condition in the future.\nAltair Engineering Inc.'s business largely depends on annual renewals of Altair Engineering Inc.'s software licenses.\nAltair Engineering Inc. typically license Altair Engineering Inc.'s software to Altair Engineering Inc.'s customers on an annual basis. In order for Altair Engineering Inc. to maintain or improve Altair Engineering Inc.'s operating results, it is important that Altair Engineering Inc.'s customers renew and/or increase the amount of software licensed on an annual basis. Customer renewal rates may be affected by a number of factors, including:\n•\nAltair Engineering Inc.'s pricing or license term and those of Altair Engineering Inc.'s competitors;\n•\nAltair Engineering Inc.'s reputation for performance and reliability;\n•\nnew product releases by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could cause Altair Engineering Inc.'s customers to reduce, defer, or forego licensing of their software?", 'gt_answer': "Customers may reduce their research and development budgets, which could cause them to reduce, defer, or forego licensing of Altair Engineering Inc.'s software.", 'gt_context': "Altair Engineering Inc.'s revenues are largely dependent on Altair Engineering Inc.'s customers’ overall product design and development activities, particularly demand from mid- to- large-size organizations worldwide and their supplier base. The licensing of Altair Engineering Inc.'s software is discretionary. Altair Engineering Inc.'s customers may reduce their research and development budgets, which could cause them to reduce, defer, or forego licensing of Altair Engineering Inc.'s software. To the extent licensing of Altair Engineering Inc.'s software is perceived by existing and potential customers to be extraneous to their needs, Altair Engineering Inc.'s revenue may be negatively affected by Altair Engineering Inc.'s customers’ delays or reductions in product development research and development spending. Customers may delay or cancel software licensing or seek to lower their costs. Deterioration in the demand for product design and development software for any reason would harm Altair Engineering Inc.'s business, operating results, and financial condition in the future.\nAltair Engineering Inc.'s business largely depends on annual renewals of Altair Engineering Inc.'s software licenses.\nAltair Engineering Inc. typically license Altair Engineering Inc.'s software to Altair Engineering Inc.'s customers on an annual basis. In order for Altair Engineering Inc. to maintain or improve Altair Engineering Inc.'s operating results, it is important that Altair Engineering Inc.'s customers renew and/or increase the amount of software licensed on an annual basis. Customer renewal rates may be affected by a number of factors, including:\n•\nAltair Engineering Inc.'s pricing or license term and those of Altair Engineering Inc.'s competitors;\n•\nAltair Engineering Inc.'s reputation for performance and reliability;\n•\nnew product releases by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What factors might influence customer renewal rates for Altair Engineering Inc.'s software licenses?", 'gt_answer': "Customer renewal rates may be affected by Altair Engineering Inc.'s pricing or license term and those of their competitors, their reputation for performance and reliability, new product releases by Altair Engineering Inc. or their competitors, and the perceived value of the software to the customers' needs.", 'gt_context': "Altair Engineering Inc.'s revenues are largely dependent on Altair Engineering Inc.'s customers’ overall product design and development activities, particularly demand from mid- to- large-size organizations worldwide and their supplier base. The licensing of Altair Engineering Inc.'s software is discretionary. Altair Engineering Inc.'s customers may reduce their research and development budgets, which could cause them to reduce, defer, or forego licensing of Altair Engineering Inc.'s software. To the extent licensing of Altair Engineering Inc.'s software is perceived by existing and potential customers to be extraneous to their needs, Altair Engineering Inc.'s revenue may be negatively affected by Altair Engineering Inc.'s customers’ delays or reductions in product development research and development spending. Customers may delay or cancel software licensing or seek to lower their costs. Deterioration in the demand for product design and development software for any reason would harm Altair Engineering Inc.'s business, operating results, and financial condition in the future.\nAltair Engineering Inc.'s business largely depends on annual renewals of Altair Engineering Inc.'s software licenses.\nAltair Engineering Inc. typically license Altair Engineering Inc.'s software to Altair Engineering Inc.'s customers on an annual basis. In order for Altair Engineering Inc. to maintain or improve Altair Engineering Inc.'s operating results, it is important that Altair Engineering Inc.'s customers renew and/or increase the amount of software licensed on an annual basis. Customer renewal rates may be affected by a number of factors, including:\n•\nAltair Engineering Inc.'s pricing or license term and those of Altair Engineering Inc.'s competitors;\n•\nAltair Engineering Inc.'s reputation for performance and reliability;\n•\nnew product releases by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is one of the most significant risks faced by Altair Engineering Inc. related to its customers?', 'gt_answer': 'One of the most significant risks faced by Altair Engineering Inc. related to its customers is the potential failure of customers to renew their licenses or renew on terms that are less beneficial to Altair Engineering Inc., which may harm its business.', 'gt_context': "•\nnew product releases by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\ncustomer satisfaction with Altair Engineering Inc.'s software or support;\n•\nconsolidation within Altair Engineering Inc.'s customer base;\n•\navailability of comparable software from Altair Engineering Inc.'s competitors;\n•\neffects of global or industry specific economic conditions;\n•\nAltair Engineering Inc.'s customers’ ability to continue their operations and spending levels; and\n•\nother factors, a number of which are beyond Altair Engineering Inc.'s control.\nIf Altair Engineering Inc.'s customers fail to renew their licenses or renew on terms that are less beneficial to Altair Engineering Inc., Altair Engineering Inc.'s renewal rates may decline or fluctuate, which may harm Altair Engineering Inc.'s business.\nAltair Engineering Inc. believe Altair Engineering Inc.'s future success will depend, in part, on the growth in demand for Altair Engineering Inc.'s software by customers other than simulation engineering specialists and in additional industry verticals.\nHistorically, Altair Engineering Inc.'s customers have been simulation engineering specialists. To enable concept engineering, driven by simulation, Altair Engineering Inc. make Altair Engineering Inc.'s physics solvers more accessible to designers by wrapping them in powerful simple interfaces. Altair Engineering Inc. believe Altair Engineering Inc.'s future success will depend, in part, on growth in demand for Altair Engineering Inc.'s software by these designers, which could be negatively impacted by the lack of:\n•\ncontinued and/or growing reliance on software to optimize and accelerate the design process;\n•\nadoption of simulation technology by designers other than simulation engineering specialists;\n•\ncontinued proliferation of mobility, large data sets, cloud computing and IoT;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is a key factor that could negatively impact the growth in demand for Altair Engineering Inc.'s software by designers?", 'gt_answer': "A key factor that could negatively impact the growth in demand for Altair Engineering Inc.'s software by designers is the lack of continued and/or growing reliance on software to optimize and accelerate the design process.", 'gt_context': "•\nnew product releases by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\ncustomer satisfaction with Altair Engineering Inc.'s software or support;\n•\nconsolidation within Altair Engineering Inc.'s customer base;\n•\navailability of comparable software from Altair Engineering Inc.'s competitors;\n•\neffects of global or industry specific economic conditions;\n•\nAltair Engineering Inc.'s customers’ ability to continue their operations and spending levels; and\n•\nother factors, a number of which are beyond Altair Engineering Inc.'s control.\nIf Altair Engineering Inc.'s customers fail to renew their licenses or renew on terms that are less beneficial to Altair Engineering Inc., Altair Engineering Inc.'s renewal rates may decline or fluctuate, which may harm Altair Engineering Inc.'s business.\nAltair Engineering Inc. believe Altair Engineering Inc.'s future success will depend, in part, on the growth in demand for Altair Engineering Inc.'s software by customers other than simulation engineering specialists and in additional industry verticals.\nHistorically, Altair Engineering Inc.'s customers have been simulation engineering specialists. To enable concept engineering, driven by simulation, Altair Engineering Inc. make Altair Engineering Inc.'s physics solvers more accessible to designers by wrapping them in powerful simple interfaces. Altair Engineering Inc. believe Altair Engineering Inc.'s future success will depend, in part, on growth in demand for Altair Engineering Inc.'s software by these designers, which could be negatively impacted by the lack of:\n•\ncontinued and/or growing reliance on software to optimize and accelerate the design process;\n•\nadoption of simulation technology by designers other than simulation engineering specialists;\n•\ncontinued proliferation of mobility, large data sets, cloud computing and IoT;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is a risk factor that is beyond Altair Engineering Inc.'s control and could affect its business?", 'gt_answer': "A risk factor that is beyond Altair Engineering Inc.'s control and could affect its business is the effects of global or industry-specific economic conditions.", 'gt_context': "•\nnew product releases by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\ncustomer satisfaction with Altair Engineering Inc.'s software or support;\n•\nconsolidation within Altair Engineering Inc.'s customer base;\n•\navailability of comparable software from Altair Engineering Inc.'s competitors;\n•\neffects of global or industry specific economic conditions;\n•\nAltair Engineering Inc.'s customers’ ability to continue their operations and spending levels; and\n•\nother factors, a number of which are beyond Altair Engineering Inc.'s control.\nIf Altair Engineering Inc.'s customers fail to renew their licenses or renew on terms that are less beneficial to Altair Engineering Inc., Altair Engineering Inc.'s renewal rates may decline or fluctuate, which may harm Altair Engineering Inc.'s business.\nAltair Engineering Inc. believe Altair Engineering Inc.'s future success will depend, in part, on the growth in demand for Altair Engineering Inc.'s software by customers other than simulation engineering specialists and in additional industry verticals.\nHistorically, Altair Engineering Inc.'s customers have been simulation engineering specialists. To enable concept engineering, driven by simulation, Altair Engineering Inc. make Altair Engineering Inc.'s physics solvers more accessible to designers by wrapping them in powerful simple interfaces. Altair Engineering Inc. believe Altair Engineering Inc.'s future success will depend, in part, on growth in demand for Altair Engineering Inc.'s software by these designers, which could be negatively impacted by the lack of:\n•\ncontinued and/or growing reliance on software to optimize and accelerate the design process;\n•\nadoption of simulation technology by designers other than simulation engineering specialists;\n•\ncontinued proliferation of mobility, large data sets, cloud computing and IoT;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s revenue mix?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s revenue mix is the potential for substantial variation in revenues recognized due to shifts in the mix between subscription and perpetual licenses or changes in revenue derived from professional engineering services, which have lower gross margins than software services.", 'gt_context': "Altair Engineering Inc.'s revenue mix may vary over time due to a number of factors, including the mix of term-based licenses and perpetual licenses. Due to the differing revenue recognition policies applicable to Altair Engineering Inc.'s term-based licenses, perpetual licenses and professional services, shifts in the mix between subscription and perpetual licenses from quarter to quarter, or increases or decreases in revenue derived from Altair Engineering Inc.'s professional engineering services, which have lower gross margins than Altair Engineering Inc.'s software services, could produce substantial variation in revenues recognized even if Altair Engineering Inc.'s billings remain consistent. Altair Engineering Inc.'s gross margins and operating results could be impacted by changes in revenue mix and costs, together with other factors, including: entry into new markets or growth in lower margin markets; entry into markets with different pricing and cost structures; pricing discounts; and increased price competition. Any one of these factors or the cumulative effects of certain of these factors may result in significant fluctuations in Altair Engineering Inc.'s gross margin and operating results. This variability and unpredictability could result in Altair Engineering Inc.'s failure to meet internal expectations or those of securities analysts or investors for a particular period. If Altair Engineering Inc. fail to meet or exceed such expectations for these or any other reasons, the market price of Altair Engineering Inc.'s common stock could decline.\nIf Altair Engineering Inc.'s goodwill or intangible assets become impaired, Altair Engineering Inc. may be required to record a significant charge to earnings, which could harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could changes in revenue mix and costs impact Altair Engineering Inc.'s gross margins and operating results?", 'gt_answer': "Changes in revenue mix and costs, along with other factors such as entry into new markets, pricing discounts, and increased price competition, could result in significant fluctuations in Altair Engineering Inc.'s gross margin and operating results.", 'gt_context': "Altair Engineering Inc.'s revenue mix may vary over time due to a number of factors, including the mix of term-based licenses and perpetual licenses. Due to the differing revenue recognition policies applicable to Altair Engineering Inc.'s term-based licenses, perpetual licenses and professional services, shifts in the mix between subscription and perpetual licenses from quarter to quarter, or increases or decreases in revenue derived from Altair Engineering Inc.'s professional engineering services, which have lower gross margins than Altair Engineering Inc.'s software services, could produce substantial variation in revenues recognized even if Altair Engineering Inc.'s billings remain consistent. Altair Engineering Inc.'s gross margins and operating results could be impacted by changes in revenue mix and costs, together with other factors, including: entry into new markets or growth in lower margin markets; entry into markets with different pricing and cost structures; pricing discounts; and increased price competition. Any one of these factors or the cumulative effects of certain of these factors may result in significant fluctuations in Altair Engineering Inc.'s gross margin and operating results. This variability and unpredictability could result in Altair Engineering Inc.'s failure to meet internal expectations or those of securities analysts or investors for a particular period. If Altair Engineering Inc. fail to meet or exceed such expectations for these or any other reasons, the market price of Altair Engineering Inc.'s common stock could decline.\nIf Altair Engineering Inc.'s goodwill or intangible assets become impaired, Altair Engineering Inc. may be required to record a significant charge to earnings, which could harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could be the consequence if Altair Engineering Inc.'s goodwill or intangible assets become impaired?", 'gt_answer': "If Altair Engineering Inc.'s goodwill or intangible assets become impaired, the company may be required to record a significant charge to earnings, which could harm its business.", 'gt_context': "Altair Engineering Inc.'s revenue mix may vary over time due to a number of factors, including the mix of term-based licenses and perpetual licenses. Due to the differing revenue recognition policies applicable to Altair Engineering Inc.'s term-based licenses, perpetual licenses and professional services, shifts in the mix between subscription and perpetual licenses from quarter to quarter, or increases or decreases in revenue derived from Altair Engineering Inc.'s professional engineering services, which have lower gross margins than Altair Engineering Inc.'s software services, could produce substantial variation in revenues recognized even if Altair Engineering Inc.'s billings remain consistent. Altair Engineering Inc.'s gross margins and operating results could be impacted by changes in revenue mix and costs, together with other factors, including: entry into new markets or growth in lower margin markets; entry into markets with different pricing and cost structures; pricing discounts; and increased price competition. Any one of these factors or the cumulative effects of certain of these factors may result in significant fluctuations in Altair Engineering Inc.'s gross margin and operating results. This variability and unpredictability could result in Altair Engineering Inc.'s failure to meet internal expectations or those of securities analysts or investors for a particular period. If Altair Engineering Inc. fail to meet or exceed such expectations for these or any other reasons, the market price of Altair Engineering Inc.'s common stock could decline.\nIf Altair Engineering Inc.'s goodwill or intangible assets become impaired, Altair Engineering Inc. may be required to record a significant charge to earnings, which could harm Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary focus of Altair Engineering Inc.'s business strategy?", 'gt_answer': "Altair Engineering Inc.'s business strategy focuses on long-term growth, which may result in lower profitability in the near term compared to a strategy that maximizes short-term profitability.", 'gt_context': "Part of Altair Engineering Inc.'s business strategy is to focus on Altair Engineering Inc.'s long-term growth. As a result, Altair Engineering Inc.'s profitability may be lower in the near term than it would be if Altair Engineering Inc.'s strategy were to maximize short-term profitability. Expanding Altair Engineering Inc.'s research and development efforts, sales and marketing efforts, infrastructure and other such investments may not ultimately grow Altair Engineering Inc.'s business or cause higher long-term profitability. If Altair Engineering Inc. are ultimately unable to achieve greater profitability at the level anticipated by analysts and Altair Engineering Inc.'s stockholders, Altair Engineering Inc.'s Class A common stock price may decline.\nAltair Engineering Inc.'s research and development may not generate revenue or yield expected benefits.\nA key element of Altair Engineering Inc.'s strategy is to focus on innovation and invest significantly in research and development to create new software and enhance Altair Engineering Inc.'s existing software to address additional applications and serve new markets, both internally and through acquisitions. Research and development projects can be technically challenging and expensive, and there may be delays between the time Altair Engineering Inc. incur expenses and the time Altair Engineering Inc. are able to generate revenue, if any. Anticipated customer demand for any software Altair Engineering Inc. may develop could\ndecrease after the development cycle has commenced, and Altair Engineering Inc. could be unable to avoid costs associated with the development of any such software. If Altair Engineering Inc. expend a significant amount of resources on research and development and Altair Engineering Inc.'s efforts do not lead to the timely introduction or improvement of software that is competitive in Altair Engineering Inc.'s current or future markets, it could harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences if Altair Engineering Inc. fails to achieve greater profitability as anticipated by analysts and stockholders?', 'gt_answer': "If Altair Engineering Inc. is unable to achieve greater profitability at the level anticipated by analysts and stockholders, the price of Altair Engineering Inc.'s Class A common stock may decline.", 'gt_context': "Part of Altair Engineering Inc.'s business strategy is to focus on Altair Engineering Inc.'s long-term growth. As a result, Altair Engineering Inc.'s profitability may be lower in the near term than it would be if Altair Engineering Inc.'s strategy were to maximize short-term profitability. Expanding Altair Engineering Inc.'s research and development efforts, sales and marketing efforts, infrastructure and other such investments may not ultimately grow Altair Engineering Inc.'s business or cause higher long-term profitability. If Altair Engineering Inc. are ultimately unable to achieve greater profitability at the level anticipated by analysts and Altair Engineering Inc.'s stockholders, Altair Engineering Inc.'s Class A common stock price may decline.\nAltair Engineering Inc.'s research and development may not generate revenue or yield expected benefits.\nA key element of Altair Engineering Inc.'s strategy is to focus on innovation and invest significantly in research and development to create new software and enhance Altair Engineering Inc.'s existing software to address additional applications and serve new markets, both internally and through acquisitions. Research and development projects can be technically challenging and expensive, and there may be delays between the time Altair Engineering Inc. incur expenses and the time Altair Engineering Inc. are able to generate revenue, if any. Anticipated customer demand for any software Altair Engineering Inc. may develop could\ndecrease after the development cycle has commenced, and Altair Engineering Inc. could be unable to avoid costs associated with the development of any such software. If Altair Engineering Inc. expend a significant amount of resources on research and development and Altair Engineering Inc.'s efforts do not lead to the timely introduction or improvement of software that is competitive in Altair Engineering Inc.'s current or future markets, it could harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What risks are associated with Altair Engineering Inc.'s significant investment in research and development?", 'gt_answer': "Altair Engineering Inc.'s significant investment in research and development may not generate revenue or yield expected benefits. There may be delays between the time expenses are incurred and the time revenue is generated, and anticipated customer demand for new software could decrease after the development cycle has commenced.", 'gt_context': "Part of Altair Engineering Inc.'s business strategy is to focus on Altair Engineering Inc.'s long-term growth. As a result, Altair Engineering Inc.'s profitability may be lower in the near term than it would be if Altair Engineering Inc.'s strategy were to maximize short-term profitability. Expanding Altair Engineering Inc.'s research and development efforts, sales and marketing efforts, infrastructure and other such investments may not ultimately grow Altair Engineering Inc.'s business or cause higher long-term profitability. If Altair Engineering Inc. are ultimately unable to achieve greater profitability at the level anticipated by analysts and Altair Engineering Inc.'s stockholders, Altair Engineering Inc.'s Class A common stock price may decline.\nAltair Engineering Inc.'s research and development may not generate revenue or yield expected benefits.\nA key element of Altair Engineering Inc.'s strategy is to focus on innovation and invest significantly in research and development to create new software and enhance Altair Engineering Inc.'s existing software to address additional applications and serve new markets, both internally and through acquisitions. Research and development projects can be technically challenging and expensive, and there may be delays between the time Altair Engineering Inc. incur expenses and the time Altair Engineering Inc. are able to generate revenue, if any. Anticipated customer demand for any software Altair Engineering Inc. may develop could\ndecrease after the development cycle has commenced, and Altair Engineering Inc. could be unable to avoid costs associated with the development of any such software. If Altair Engineering Inc. expend a significant amount of resources on research and development and Altair Engineering Inc.'s efforts do not lead to the timely introduction or improvement of software that is competitive in Altair Engineering Inc.'s current or future markets, it could harm Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What type of customers does Altair Engineering Inc. serve, and how might their procurement regulations impact the company's costs?", 'gt_answer': "Altair Engineering Inc.'s customers include agencies of various governments and their suppliers. These customers may procure Altair's software and services through government-mandated procurement regulations, which could lead to unexpected costs due to governmental reporting and compliance requirements.", 'gt_context': "Altair Engineering Inc.'s customers include agencies of the various governments, including, but not limited to the United States, and their suppliers of products and services. These customers may procure Altair Engineering Inc.'s software and services through various governments’ mandated procurement regulations. Because of governmental reporting and compliance requirements, Altair Engineering Inc. may incur unexpected costs. Government agencies and their suppliers may have statutory, contractual or other legal rights to terminate contracts for convenience or due to a default, and any such termination may adversely affect Altair Engineering Inc.'s future operating results.\nAltair Engineering Inc.'s revenue mix may vary over time, which could harm Altair Engineering Inc.'s gross margin and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What rights do government agencies and their suppliers have regarding contract termination, and how might this affect Altair Engineering Inc.?', 'gt_answer': "Government agencies and their suppliers may have statutory, contractual, or other legal rights to terminate contracts for convenience or due to a default. Such terminations could adversely affect Altair Engineering Inc.'s future operating results.", 'gt_context': "Altair Engineering Inc.'s customers include agencies of the various governments, including, but not limited to the United States, and their suppliers of products and services. These customers may procure Altair Engineering Inc.'s software and services through various governments’ mandated procurement regulations. Because of governmental reporting and compliance requirements, Altair Engineering Inc. may incur unexpected costs. Government agencies and their suppliers may have statutory, contractual or other legal rights to terminate contracts for convenience or due to a default, and any such termination may adversely affect Altair Engineering Inc.'s future operating results.\nAltair Engineering Inc.'s revenue mix may vary over time, which could harm Altair Engineering Inc.'s gross margin and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How might changes in Altair Engineering Inc.'s revenue mix impact the company's gross margin and operating results?", 'gt_answer': "Altair Engineering Inc.'s revenue mix may vary over time, which could harm the company's gross margin and operating results.", 'gt_context': "Altair Engineering Inc.'s customers include agencies of the various governments, including, but not limited to the United States, and their suppliers of products and services. These customers may procure Altair Engineering Inc.'s software and services through various governments’ mandated procurement regulations. Because of governmental reporting and compliance requirements, Altair Engineering Inc. may incur unexpected costs. Government agencies and their suppliers may have statutory, contractual or other legal rights to terminate contracts for convenience or due to a default, and any such termination may adversely affect Altair Engineering Inc.'s future operating results.\nAltair Engineering Inc.'s revenue mix may vary over time, which could harm Altair Engineering Inc.'s gross margin and operating results."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary concern regarding the long-term economic impact of COVID-19, as mentioned in the context?', 'gt_answer': 'The primary concern is the uncertainty surrounding the long-term outcome of mitigation efforts, including the effectiveness of vaccines considering logistical hurdles and potential COVID-19 variants.', 'gt_context': 'Many governments have enacted a rapid massive global response leveraging monetary and fiscal policy to mitigate long term economic harm, while providing short term economic support. While the implementation of policy responses varies country by country, and regionally, and has included mitigation efforts related to social distancing requirements, quarantine requirements, travel restrictions, and shelter in place orders, among others, the totality of the global response is based upon expectations that the response will serve to minimize the chance for a deep prolonged negative economic impact from COVID-19. Certain jurisdictions have begun to “re-open” their economies, within a relatively short time period of having engaged in substantial closure of most economic activity. Other jurisdictions have begun to consider moves to gradually “re-open” or have actually “re-opened”. In certain instances, governments deemed it necessary to reverse re-opening planning. The long term outcome of mitigation efforts is presently uncertain. The global distribution of COVID-19 vaccines is at an early stage and it is not possible to predict with certainty the impact of vaccines considering the logistical hurdles and current and potential COVID-19 variants that have developed or may emerge in the future.'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How have governments responded to the economic challenges posed by COVID-19, according to the context?', 'gt_answer': 'Governments have enacted a rapid massive global response leveraging monetary and fiscal policy to mitigate long-term economic harm and provide short-term economic support. This includes mitigation efforts related to social distancing requirements, quarantine requirements, travel restrictions, and shelter-in-place orders.', 'gt_context': 'Many governments have enacted a rapid massive global response leveraging monetary and fiscal policy to mitigate long term economic harm, while providing short term economic support. While the implementation of policy responses varies country by country, and regionally, and has included mitigation efforts related to social distancing requirements, quarantine requirements, travel restrictions, and shelter in place orders, among others, the totality of the global response is based upon expectations that the response will serve to minimize the chance for a deep prolonged negative economic impact from COVID-19. Certain jurisdictions have begun to “re-open” their economies, within a relatively short time period of having engaged in substantial closure of most economic activity. Other jurisdictions have begun to consider moves to gradually “re-open” or have actually “re-opened”. In certain instances, governments deemed it necessary to reverse re-opening planning. The long term outcome of mitigation efforts is presently uncertain. The global distribution of COVID-19 vaccines is at an early stage and it is not possible to predict with certainty the impact of vaccines considering the logistical hurdles and current and potential COVID-19 variants that have developed or may emerge in the future.'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What challenges have been observed in the process of reopening economies, as described in the context?', 'gt_answer': 'Challenges include the reversal of re-opening planning in certain jurisdictions and the uncertainty surrounding the long-term outcome of mitigation efforts, including the effectiveness of vaccines considering logistical hurdles and potential COVID-19 variants.', 'gt_context': 'Many governments have enacted a rapid massive global response leveraging monetary and fiscal policy to mitigate long term economic harm, while providing short term economic support. While the implementation of policy responses varies country by country, and regionally, and has included mitigation efforts related to social distancing requirements, quarantine requirements, travel restrictions, and shelter in place orders, among others, the totality of the global response is based upon expectations that the response will serve to minimize the chance for a deep prolonged negative economic impact from COVID-19. Certain jurisdictions have begun to “re-open” their economies, within a relatively short time period of having engaged in substantial closure of most economic activity. Other jurisdictions have begun to consider moves to gradually “re-open” or have actually “re-opened”. In certain instances, governments deemed it necessary to reverse re-opening planning. The long term outcome of mitigation efforts is presently uncertain. The global distribution of COVID-19 vaccines is at an early stage and it is not possible to predict with certainty the impact of vaccines considering the logistical hurdles and current and potential COVID-19 variants that have developed or may emerge in the future.'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary source of foreign currency risk for Altair Engineering Inc.?', 'gt_answer': 'The primary source of foreign currency risk for Altair Engineering Inc. is the net difference between non-United States dollar receipts from customers and non-United States dollar operating expenses.', 'gt_context': "As a result of Altair Engineering Inc.'s international activities, Altair Engineering Inc. have revenue, expenses, cash, accounts receivable and payment obligations denominated in foreign currencies including Euros, British Pounds Sterling, Indian Rupees, Japanese Yen, and Chinese Yuan. Foreign currency risk arises primarily from the net difference between non-United States dollar receipts from customers and non-United States dollar operating expenses. The value of foreign currencies against the United States dollar can fluctuate significantly, and those fluctuations may occur quickly. Altair Engineering Inc. cannot predict the impact of future foreign currency fluctuations.\nStrengthening of the United States dollar could cause Altair Engineering Inc.'s software to become relatively more expensive to some of Altair Engineering Inc.'s customers leading to decreased sales and a reduction in billings and revenue not denominated in United States dollars. A reduction in revenue or an increase in operating expenses due to fluctuations in foreign currency exchange rates could have an adverse effect on Altair Engineering Inc.'s financial condition and operating results. Such foreign currency exchange rate fluctuations may make it more difficult to detect underlying trends in Altair Engineering Inc.'s business and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How could a strengthening of the United States dollar negatively impact Altair Engineering Inc.?', 'gt_answer': "A strengthening of the United States dollar could cause Altair Engineering Inc.'s software to become relatively more expensive to some of their customers, leading to decreased sales and a reduction in billings and revenue not denominated in United States dollars.", 'gt_context': "As a result of Altair Engineering Inc.'s international activities, Altair Engineering Inc. have revenue, expenses, cash, accounts receivable and payment obligations denominated in foreign currencies including Euros, British Pounds Sterling, Indian Rupees, Japanese Yen, and Chinese Yuan. Foreign currency risk arises primarily from the net difference between non-United States dollar receipts from customers and non-United States dollar operating expenses. The value of foreign currencies against the United States dollar can fluctuate significantly, and those fluctuations may occur quickly. Altair Engineering Inc. cannot predict the impact of future foreign currency fluctuations.\nStrengthening of the United States dollar could cause Altair Engineering Inc.'s software to become relatively more expensive to some of Altair Engineering Inc.'s customers leading to decreased sales and a reduction in billings and revenue not denominated in United States dollars. A reduction in revenue or an increase in operating expenses due to fluctuations in foreign currency exchange rates could have an adverse effect on Altair Engineering Inc.'s financial condition and operating results. Such foreign currency exchange rate fluctuations may make it more difficult to detect underlying trends in Altair Engineering Inc.'s business and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What potential adverse effects could foreign currency exchange rate fluctuations have on Altair Engineering Inc.?', 'gt_answer': "Foreign currency exchange rate fluctuations could result in a reduction in revenue or an increase in operating expenses, which could have an adverse effect on Altair Engineering Inc.'s financial condition and operating results. Additionally, such fluctuations may make it more difficult to detect underlying trends in Altair Engineering Inc.'s business and operating results.", 'gt_context': "As a result of Altair Engineering Inc.'s international activities, Altair Engineering Inc. have revenue, expenses, cash, accounts receivable and payment obligations denominated in foreign currencies including Euros, British Pounds Sterling, Indian Rupees, Japanese Yen, and Chinese Yuan. Foreign currency risk arises primarily from the net difference between non-United States dollar receipts from customers and non-United States dollar operating expenses. The value of foreign currencies against the United States dollar can fluctuate significantly, and those fluctuations may occur quickly. Altair Engineering Inc. cannot predict the impact of future foreign currency fluctuations.\nStrengthening of the United States dollar could cause Altair Engineering Inc.'s software to become relatively more expensive to some of Altair Engineering Inc.'s customers leading to decreased sales and a reduction in billings and revenue not denominated in United States dollars. A reduction in revenue or an increase in operating expenses due to fluctuations in foreign currency exchange rates could have an adverse effect on Altair Engineering Inc.'s financial condition and operating results. Such foreign currency exchange rate fluctuations may make it more difficult to detect underlying trends in Altair Engineering Inc.'s business and operating results."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk factor for Altair Engineering Inc.'s financial results in 2021 due to COVID-19?", 'gt_answer': "The primary risk factor for Altair Engineering Inc.'s financial results in 2021 due to COVID-19 is the potential impact of variations in foreign currency exchange rates driven by the pandemic.", 'gt_context': "Since Altair Engineering Inc. have substantial international operations that arise from Altair Engineering Inc.'s normal business operations, Altair Engineering Inc.'s financial results in 2021 may be impacted by COVID-19 driven variations in foreign currency exchange rates, apart from the traditional elements that underlie foreign currency exchange rate changes.\nRecent developments with respect to COVID-19 vaccines have the potential to affect the scope and duration of the pandemic. While a number of COVID-19 vaccines have received regulatory approval and are available in limited quantities in the United States and other parts of the world, a degree of uncertainty exists with respect to the distribution, utilization, and long-term efficacy of vaccinations among the general population.\nAdverse global conditions, including economic uncertainty, may negatively impact Altair Engineering Inc.'s financial results.\nGlobal conditions, including the effects of the United Kingdom’s exit from the European Union, or Brexit, dislocations in the financial markets or any negative financial impacts affecting United States corporations operating on a global basis as a result of tax reform or changes to existing trade agreements or tax conventions, could adversely impact Altair Engineering Inc.'s business in a number of ways, including longer sales cycles, lower prices for Altair Engineering Inc.'s software license fees, reduced licensing renewals, customer disruption or foreign currency fluctuations."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How could the distribution and efficacy of COVID-19 vaccines affect Altair Engineering Inc.?', 'gt_answer': "The distribution and efficacy of COVID-19 vaccines could affect Altair Engineering Inc. by introducing uncertainty regarding the scope and duration of the pandemic, which may impact the company's financial results.", 'gt_context': "Since Altair Engineering Inc. have substantial international operations that arise from Altair Engineering Inc.'s normal business operations, Altair Engineering Inc.'s financial results in 2021 may be impacted by COVID-19 driven variations in foreign currency exchange rates, apart from the traditional elements that underlie foreign currency exchange rate changes.\nRecent developments with respect to COVID-19 vaccines have the potential to affect the scope and duration of the pandemic. While a number of COVID-19 vaccines have received regulatory approval and are available in limited quantities in the United States and other parts of the world, a degree of uncertainty exists with respect to the distribution, utilization, and long-term efficacy of vaccinations among the general population.\nAdverse global conditions, including economic uncertainty, may negatively impact Altair Engineering Inc.'s financial results.\nGlobal conditions, including the effects of the United Kingdom’s exit from the European Union, or Brexit, dislocations in the financial markets or any negative financial impacts affecting United States corporations operating on a global basis as a result of tax reform or changes to existing trade agreements or tax conventions, could adversely impact Altair Engineering Inc.'s business in a number of ways, including longer sales cycles, lower prices for Altair Engineering Inc.'s software license fees, reduced licensing renewals, customer disruption or foreign currency fluctuations."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What global conditions could negatively impact Altair Engineering Inc.'s financial results?", 'gt_answer': "Global conditions such as economic uncertainty, Brexit, dislocations in the financial markets, and changes to existing trade agreements or tax conventions could negatively impact Altair Engineering Inc.'s financial results by causing longer sales cycles, lower prices for software license fees, reduced licensing renewals, customer disruption, or foreign currency fluctuations.", 'gt_context': "Since Altair Engineering Inc. have substantial international operations that arise from Altair Engineering Inc.'s normal business operations, Altair Engineering Inc.'s financial results in 2021 may be impacted by COVID-19 driven variations in foreign currency exchange rates, apart from the traditional elements that underlie foreign currency exchange rate changes.\nRecent developments with respect to COVID-19 vaccines have the potential to affect the scope and duration of the pandemic. While a number of COVID-19 vaccines have received regulatory approval and are available in limited quantities in the United States and other parts of the world, a degree of uncertainty exists with respect to the distribution, utilization, and long-term efficacy of vaccinations among the general population.\nAdverse global conditions, including economic uncertainty, may negatively impact Altair Engineering Inc.'s financial results.\nGlobal conditions, including the effects of the United Kingdom’s exit from the European Union, or Brexit, dislocations in the financial markets or any negative financial impacts affecting United States corporations operating on a global basis as a result of tax reform or changes to existing trade agreements or tax conventions, could adversely impact Altair Engineering Inc.'s business in a number of ways, including longer sales cycles, lower prices for Altair Engineering Inc.'s software license fees, reduced licensing renewals, customer disruption or foreign currency fluctuations."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the key technological trends that could impact Altair Engineering Inc.'s business?", 'gt_answer': "The key technological trends that could impact Altair Engineering Inc.'s business are the continued proliferation of mobility, large data sets, cloud computing, and IoT.", 'gt_context': "•\ncontinued proliferation of mobility, large data sets, cloud computing and IoT;\n•\nAltair Engineering Inc.'s ability to predict demands of designers other than simulation engineering specialists and achieve market acceptance of Altair Engineering Inc.'s software or products within these additional areas and customer bases or in additional industry verticals; or\n•\nAltair Engineering Inc.'s ability to respond to changes in the competitive landscape, including whether Altair Engineering Inc.'s competitors establish more widely adopted products for designers other than simulation engineering specialists.\nIf some or all of this software does not achieve widespread adoption, Altair Engineering Inc.'s revenues and profits may be adversely affected.\nAltair Engineering Inc.'s ability to grow Altair Engineering Inc.'s business may be adversely impacted by difficulties Altair Engineering Inc. may experience in integrating recent acquisitions or in integrating future acquisitions.\nAltair Engineering Inc. believe that Altair Engineering Inc.'s recent acquisitions result in certain benefits, including expanding Altair Engineering Inc.'s portfolio of software and products and enabling Altair Engineering Inc. to better serve Altair Engineering Inc.'s customers’ needs. However, to realize some of these anticipated benefits, the acquired businesses must be successfully integrated. The success of these acquisitions will depend in part on Altair Engineering Inc.'s ability to realize these anticipated benefits. Altair Engineering Inc. may fail to realize the anticipated benefits of these acquisitions for a variety of reasons, including the following:\n•\nfailure to successfully manage relationships with new or potential customers;\n•\nfailure of existing customers to accept new service and product offerings from Altair Engineering Inc.;\n•\nrevenue attrition in excess of anticipated levels;\n•\nunanticipated incompatibility of technologies and systems;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What challenges does Altair Engineering Inc. face in expanding its market to designers other than simulation engineering specialists?', 'gt_answer': 'Altair Engineering Inc. faces challenges in predicting the demands of designers other than simulation engineering specialists, achieving market acceptance of its software or products within these additional areas and customer bases or in additional industry verticals, and responding to changes in the competitive landscape, including whether its competitors establish more widely adopted products for designers other than simulation engineering specialists.', 'gt_context': "•\ncontinued proliferation of mobility, large data sets, cloud computing and IoT;\n•\nAltair Engineering Inc.'s ability to predict demands of designers other than simulation engineering specialists and achieve market acceptance of Altair Engineering Inc.'s software or products within these additional areas and customer bases or in additional industry verticals; or\n•\nAltair Engineering Inc.'s ability to respond to changes in the competitive landscape, including whether Altair Engineering Inc.'s competitors establish more widely adopted products for designers other than simulation engineering specialists.\nIf some or all of this software does not achieve widespread adoption, Altair Engineering Inc.'s revenues and profits may be adversely affected.\nAltair Engineering Inc.'s ability to grow Altair Engineering Inc.'s business may be adversely impacted by difficulties Altair Engineering Inc. may experience in integrating recent acquisitions or in integrating future acquisitions.\nAltair Engineering Inc. believe that Altair Engineering Inc.'s recent acquisitions result in certain benefits, including expanding Altair Engineering Inc.'s portfolio of software and products and enabling Altair Engineering Inc. to better serve Altair Engineering Inc.'s customers’ needs. However, to realize some of these anticipated benefits, the acquired businesses must be successfully integrated. The success of these acquisitions will depend in part on Altair Engineering Inc.'s ability to realize these anticipated benefits. Altair Engineering Inc. may fail to realize the anticipated benefits of these acquisitions for a variety of reasons, including the following:\n•\nfailure to successfully manage relationships with new or potential customers;\n•\nfailure of existing customers to accept new service and product offerings from Altair Engineering Inc.;\n•\nrevenue attrition in excess of anticipated levels;\n•\nunanticipated incompatibility of technologies and systems;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the potential risks associated with Altair Engineering Inc.'s recent acquisitions?", 'gt_answer': "The potential risks associated with Altair Engineering Inc.'s recent acquisitions include failure to successfully manage relationships with new or potential customers, failure of existing customers to accept new service and product offerings, revenue attrition in excess of anticipated levels, and unanticipated incompatibility of technologies and systems.", 'gt_context': "•\ncontinued proliferation of mobility, large data sets, cloud computing and IoT;\n•\nAltair Engineering Inc.'s ability to predict demands of designers other than simulation engineering specialists and achieve market acceptance of Altair Engineering Inc.'s software or products within these additional areas and customer bases or in additional industry verticals; or\n•\nAltair Engineering Inc.'s ability to respond to changes in the competitive landscape, including whether Altair Engineering Inc.'s competitors establish more widely adopted products for designers other than simulation engineering specialists.\nIf some or all of this software does not achieve widespread adoption, Altair Engineering Inc.'s revenues and profits may be adversely affected.\nAltair Engineering Inc.'s ability to grow Altair Engineering Inc.'s business may be adversely impacted by difficulties Altair Engineering Inc. may experience in integrating recent acquisitions or in integrating future acquisitions.\nAltair Engineering Inc. believe that Altair Engineering Inc.'s recent acquisitions result in certain benefits, including expanding Altair Engineering Inc.'s portfolio of software and products and enabling Altair Engineering Inc. to better serve Altair Engineering Inc.'s customers’ needs. However, to realize some of these anticipated benefits, the acquired businesses must be successfully integrated. The success of these acquisitions will depend in part on Altair Engineering Inc.'s ability to realize these anticipated benefits. Altair Engineering Inc. may fail to realize the anticipated benefits of these acquisitions for a variety of reasons, including the following:\n•\nfailure to successfully manage relationships with new or potential customers;\n•\nfailure of existing customers to accept new service and product offerings from Altair Engineering Inc.;\n•\nrevenue attrition in excess of anticipated levels;\n•\nunanticipated incompatibility of technologies and systems;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the potential risks associated with Altair Engineering Inc.'s use of open source software and technology?", 'gt_answer': 'The use of open source software and technology by Altair Engineering Inc. may pose risks such as potential security vulnerabilities, lack of control over updates and modifications, and potential intellectual property issues.', 'gt_context': "•\nany failures by Altair Engineering Inc. to adequately train Altair Engineering Inc.'s customers regarding the use and benefits of Altair Engineering Inc.'s software; and\n•\nAltair Engineering Inc.'s use of open source software and open source technology.\nRisks relating to legal or regulatory matters, including risks relating to:\n•\nthe difficulties associated with complying with a wide range of complex regulations in a variety of jurisdictions and the impact of any non-compliance;\n•\nthe impact of changes in laws, regulations, regulatory policies and regulatory practices and uncertainties resulting from potential changes, including potential tax law changes;\n•\nthe impact of export and import controls on Altair Engineering Inc.'s ability to operate and compete in international markets;\n•\nthe breadth of data privacy and anti-bribery laws and regulations;\n•\nAltair Engineering Inc.'s ability to use Altair Engineering Inc.'s deferred tax assets in the United States; and\n•\nthe impact of any challenges to Altair Engineering Inc.'s global tax methodology.\nRisks relating to ownership of Altair Engineering Inc.'s Class A Common Stock, including risks relating to:\n•\nthe sustainability of an active public trading market for Altair Engineering Inc.'s stock;\n•\nthe volatility of the market price of Altair Engineering Inc.'s stock;\n•\nAltair Engineering Inc.'s expectations that Altair Engineering Inc. will not pay dividends in the foreseeable future;\n•\nthe impact of any failure to maintain effective internal controls;\n•\nthe difficulty of predicting the impact of Altair Engineering Inc.'s dual class common stock structure;\n•\nthe nature and content of public research or reports about Altair Engineering Inc.'s company;\n•\nthe potential dilutive impact of future sales of Altair Engineering Inc.'s Class A Common Stock, including upon conversion of Altair Engineering Inc.'s Convertible Notes; and\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the challenges Altair Engineering Inc. faces in complying with complex regulations across different jurisdictions?', 'gt_answer': "Altair Engineering Inc. faces difficulties in complying with a wide range of complex regulations in various jurisdictions, which could lead to non-compliance issues and impact the company's ability to operate and compete in international markets.", 'gt_context': "•\nany failures by Altair Engineering Inc. to adequately train Altair Engineering Inc.'s customers regarding the use and benefits of Altair Engineering Inc.'s software; and\n•\nAltair Engineering Inc.'s use of open source software and open source technology.\nRisks relating to legal or regulatory matters, including risks relating to:\n•\nthe difficulties associated with complying with a wide range of complex regulations in a variety of jurisdictions and the impact of any non-compliance;\n•\nthe impact of changes in laws, regulations, regulatory policies and regulatory practices and uncertainties resulting from potential changes, including potential tax law changes;\n•\nthe impact of export and import controls on Altair Engineering Inc.'s ability to operate and compete in international markets;\n•\nthe breadth of data privacy and anti-bribery laws and regulations;\n•\nAltair Engineering Inc.'s ability to use Altair Engineering Inc.'s deferred tax assets in the United States; and\n•\nthe impact of any challenges to Altair Engineering Inc.'s global tax methodology.\nRisks relating to ownership of Altair Engineering Inc.'s Class A Common Stock, including risks relating to:\n•\nthe sustainability of an active public trading market for Altair Engineering Inc.'s stock;\n•\nthe volatility of the market price of Altair Engineering Inc.'s stock;\n•\nAltair Engineering Inc.'s expectations that Altair Engineering Inc. will not pay dividends in the foreseeable future;\n•\nthe impact of any failure to maintain effective internal controls;\n•\nthe difficulty of predicting the impact of Altair Engineering Inc.'s dual class common stock structure;\n•\nthe nature and content of public research or reports about Altair Engineering Inc.'s company;\n•\nthe potential dilutive impact of future sales of Altair Engineering Inc.'s Class A Common Stock, including upon conversion of Altair Engineering Inc.'s Convertible Notes; and\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the risks related to the ownership of Altair Engineering Inc.'s Class A Common Stock?", 'gt_answer': "Risks related to the ownership of Altair Engineering Inc.'s Class A Common Stock include the sustainability of an active public trading market, volatility in the market price, the expectation of no dividends in the foreseeable future, potential failure to maintain effective internal controls, and the dilutive impact of future sales of Class A Common Stock.", 'gt_context': "•\nany failures by Altair Engineering Inc. to adequately train Altair Engineering Inc.'s customers regarding the use and benefits of Altair Engineering Inc.'s software; and\n•\nAltair Engineering Inc.'s use of open source software and open source technology.\nRisks relating to legal or regulatory matters, including risks relating to:\n•\nthe difficulties associated with complying with a wide range of complex regulations in a variety of jurisdictions and the impact of any non-compliance;\n•\nthe impact of changes in laws, regulations, regulatory policies and regulatory practices and uncertainties resulting from potential changes, including potential tax law changes;\n•\nthe impact of export and import controls on Altair Engineering Inc.'s ability to operate and compete in international markets;\n•\nthe breadth of data privacy and anti-bribery laws and regulations;\n•\nAltair Engineering Inc.'s ability to use Altair Engineering Inc.'s deferred tax assets in the United States; and\n•\nthe impact of any challenges to Altair Engineering Inc.'s global tax methodology.\nRisks relating to ownership of Altair Engineering Inc.'s Class A Common Stock, including risks relating to:\n•\nthe sustainability of an active public trading market for Altair Engineering Inc.'s stock;\n•\nthe volatility of the market price of Altair Engineering Inc.'s stock;\n•\nAltair Engineering Inc.'s expectations that Altair Engineering Inc. will not pay dividends in the foreseeable future;\n•\nthe impact of any failure to maintain effective internal controls;\n•\nthe difficulty of predicting the impact of Altair Engineering Inc.'s dual class common stock structure;\n•\nthe nature and content of public research or reports about Altair Engineering Inc.'s company;\n•\nthe potential dilutive impact of future sales of Altair Engineering Inc.'s Class A Common Stock, including upon conversion of Altair Engineering Inc.'s Convertible Notes; and\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary factor that Altair Engineering Inc.'s revenue growth and profitability depend on?", 'gt_answer': "Widespread acceptance of Altair Engineering Inc.'s software by mid- to- large-size organizations worldwide.", 'gt_context': "Altair Engineering Inc.'s ability to increase revenue and maintain or increase profitability depends, in part, on widespread acceptance of Altair Engineering Inc.'s software by mid- to- large-size organizations worldwide. Altair Engineering Inc. face long, costly, and unpredictable sales cycles. As a result of the variability and length of the sales cycle, Altair Engineering Inc. have only a limited ability to forecast the timing of sales. A delay in or failure to complete sales could harm Altair Engineering Inc.'s business and financial results, and could cause Altair Engineering Inc.'s financial results to vary significantly from period to period. Altair Engineering Inc.'s sales cycle varies widely, reflecting differences in potential customers’ decision-making processes, procurement requirements, budget cycles and the specific software or products being purchased, and is subject to significant risks over which Altair Engineering Inc. have little or no control, including:\n•\nlongstanding use of competing products and hesitancy to change;\n•\ncustomers’ budgetary constraints and priorities;\n•\ntiming of customers’ budget cycles;\n•\nneed by some customers for lengthy evaluations;\n•\nhesitation to adopt new processes and technologies;\n•\nlength and timing of customers’ approval processes; and\n•\ndevelopment of software by Altair Engineering Inc.'s competitors perceived to be equivalent or superior to Altair Engineering Inc.'s software.\nTo the extent any of the foregoing occur, Altair Engineering Inc.'s average sales cycle may increase and Altair Engineering Inc. may have difficulty acquiring new customers.\nReduced spending on product design and development activities by Altair Engineering Inc.'s customers may negatively affect Altair Engineering Inc.'s revenues."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are some of the challenges Altair Engineering Inc. faces in its sales cycle?', 'gt_answer': "Long, costly, and unpredictable sales cycles, with limited ability to forecast the timing of sales, and significant risks over which Altair Engineering Inc. has little or no control, such as longstanding use of competing products, customers' budgetary constraints, timing of customers' budget cycles, need for lengthy evaluations, hesitation to adopt new processes and technologies, length and timing of customers' approval processes, and development of software by competitors perceived to be equivalent or superior to Altair Engineering Inc.'s software.", 'gt_context': "Altair Engineering Inc.'s ability to increase revenue and maintain or increase profitability depends, in part, on widespread acceptance of Altair Engineering Inc.'s software by mid- to- large-size organizations worldwide. Altair Engineering Inc. face long, costly, and unpredictable sales cycles. As a result of the variability and length of the sales cycle, Altair Engineering Inc. have only a limited ability to forecast the timing of sales. A delay in or failure to complete sales could harm Altair Engineering Inc.'s business and financial results, and could cause Altair Engineering Inc.'s financial results to vary significantly from period to period. Altair Engineering Inc.'s sales cycle varies widely, reflecting differences in potential customers’ decision-making processes, procurement requirements, budget cycles and the specific software or products being purchased, and is subject to significant risks over which Altair Engineering Inc. have little or no control, including:\n•\nlongstanding use of competing products and hesitancy to change;\n•\ncustomers’ budgetary constraints and priorities;\n•\ntiming of customers’ budget cycles;\n•\nneed by some customers for lengthy evaluations;\n•\nhesitation to adopt new processes and technologies;\n•\nlength and timing of customers’ approval processes; and\n•\ndevelopment of software by Altair Engineering Inc.'s competitors perceived to be equivalent or superior to Altair Engineering Inc.'s software.\nTo the extent any of the foregoing occur, Altair Engineering Inc.'s average sales cycle may increase and Altair Engineering Inc. may have difficulty acquiring new customers.\nReduced spending on product design and development activities by Altair Engineering Inc.'s customers may negatively affect Altair Engineering Inc.'s revenues."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could be the impact of reduced spending on product design and development activities by Altair Engineering Inc.'s customers?", 'gt_answer': "Reduced spending on product design and development activities by Altair Engineering Inc.'s customers may negatively affect Altair Engineering Inc.'s revenues.", 'gt_context': "Altair Engineering Inc.'s ability to increase revenue and maintain or increase profitability depends, in part, on widespread acceptance of Altair Engineering Inc.'s software by mid- to- large-size organizations worldwide. Altair Engineering Inc. face long, costly, and unpredictable sales cycles. As a result of the variability and length of the sales cycle, Altair Engineering Inc. have only a limited ability to forecast the timing of sales. A delay in or failure to complete sales could harm Altair Engineering Inc.'s business and financial results, and could cause Altair Engineering Inc.'s financial results to vary significantly from period to period. Altair Engineering Inc.'s sales cycle varies widely, reflecting differences in potential customers’ decision-making processes, procurement requirements, budget cycles and the specific software or products being purchased, and is subject to significant risks over which Altair Engineering Inc. have little or no control, including:\n•\nlongstanding use of competing products and hesitancy to change;\n•\ncustomers’ budgetary constraints and priorities;\n•\ntiming of customers’ budget cycles;\n•\nneed by some customers for lengthy evaluations;\n•\nhesitation to adopt new processes and technologies;\n•\nlength and timing of customers’ approval processes; and\n•\ndevelopment of software by Altair Engineering Inc.'s competitors perceived to be equivalent or superior to Altair Engineering Inc.'s software.\nTo the extent any of the foregoing occur, Altair Engineering Inc.'s average sales cycle may increase and Altair Engineering Inc. may have difficulty acquiring new customers.\nReduced spending on product design and development activities by Altair Engineering Inc.'s customers may negatively affect Altair Engineering Inc.'s revenues."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the compliance challenges faced by Altair Engineering Inc. due to the complexity of governmental laws and regulations?', 'gt_answer': 'Altair Engineering Inc. faces compliance challenges related to the complexity of multiple, conflicting and changing governmental laws and regulations, including the Foreign Corrupt Practices Act of 1977, employment, ownership, trade, tax, privacy and data protection laws and regulations.', 'gt_context': "•\ncompliance challenges related to the complexity of multiple, conflicting and changing governmental laws and regulations, including the Foreign Corrupt Practices Act of 1977, or the FCPA, employment, ownership, trade, tax, privacy and data protection laws and regulations;\n•\nlimitations on enforcement of intellectual property rights;\n•\nmore restrictive or otherwise unfavorable government regulations;\n•\nincreased financial accounting and reporting burdens and complexities;\n•\nrestrictions on the transfer of funds;\n•\nwithholding and other tax obligations on remittance and other payments made by Altair Engineering Inc.'s subsidiaries; and\n•\nunstable regional, economic and political conditions.\nAltair Engineering Inc.'s inability to manage any of these risks successfully, or to comply with these laws and regulations, could reduce Altair Engineering Inc.'s sales and harm Altair Engineering Inc.'s business.\nIf Altair Engineering Inc. are unable to match engineers to open positions in Altair Engineering Inc.'s CES business or are otherwise unable to grow Altair Engineering Inc.'s CES business, Altair Engineering Inc.'s revenue could be adversely affected."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences if Altair Engineering Inc. fails to manage the risks associated with governmental laws and regulations or fails to comply with them?', 'gt_answer': "If Altair Engineering Inc. is unable to manage any of these risks successfully, or to comply with these laws and regulations, it could reduce Altair Engineering Inc.'s sales and harm Altair Engineering Inc.'s business.", 'gt_context': "•\ncompliance challenges related to the complexity of multiple, conflicting and changing governmental laws and regulations, including the Foreign Corrupt Practices Act of 1977, or the FCPA, employment, ownership, trade, tax, privacy and data protection laws and regulations;\n•\nlimitations on enforcement of intellectual property rights;\n•\nmore restrictive or otherwise unfavorable government regulations;\n•\nincreased financial accounting and reporting burdens and complexities;\n•\nrestrictions on the transfer of funds;\n•\nwithholding and other tax obligations on remittance and other payments made by Altair Engineering Inc.'s subsidiaries; and\n•\nunstable regional, economic and political conditions.\nAltair Engineering Inc.'s inability to manage any of these risks successfully, or to comply with these laws and regulations, could reduce Altair Engineering Inc.'s sales and harm Altair Engineering Inc.'s business.\nIf Altair Engineering Inc. are unable to match engineers to open positions in Altair Engineering Inc.'s CES business or are otherwise unable to grow Altair Engineering Inc.'s CES business, Altair Engineering Inc.'s revenue could be adversely affected."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What specific risks does Altair Engineering Inc. face in relation to its CES business and what could be the impact on its revenue?', 'gt_answer': 'Altair Engineering Inc. faces the risk of being unable to match engineers to open positions in its CES business or otherwise being unable to grow its CES business, which could adversely affect its revenue.', 'gt_context': "•\ncompliance challenges related to the complexity of multiple, conflicting and changing governmental laws and regulations, including the Foreign Corrupt Practices Act of 1977, or the FCPA, employment, ownership, trade, tax, privacy and data protection laws and regulations;\n•\nlimitations on enforcement of intellectual property rights;\n•\nmore restrictive or otherwise unfavorable government regulations;\n•\nincreased financial accounting and reporting burdens and complexities;\n•\nrestrictions on the transfer of funds;\n•\nwithholding and other tax obligations on remittance and other payments made by Altair Engineering Inc.'s subsidiaries; and\n•\nunstable regional, economic and political conditions.\nAltair Engineering Inc.'s inability to manage any of these risks successfully, or to comply with these laws and regulations, could reduce Altair Engineering Inc.'s sales and harm Altair Engineering Inc.'s business.\nIf Altair Engineering Inc. are unable to match engineers to open positions in Altair Engineering Inc.'s CES business or are otherwise unable to grow Altair Engineering Inc.'s CES business, Altair Engineering Inc.'s revenue could be adversely affected."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s intangible assets under GAAP?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s intangible assets under GAAP is the potential for impairment when events or changes in circumstances indicate that the carrying value may not be recoverable. Goodwill, in particular, is required to be tested for impairment at least annually.", 'gt_context': "Under GAAP, Altair Engineering Inc. review Altair Engineering Inc.'s intangible assets for impairment when events or changes in circumstances indicate the carrying value may not be recoverable. Goodwill is required to be tested for impairment at least annually. As of December 31, 2020 and 2019, respectively, Altair Engineering Inc. had $264.5 million and $233.7 million of goodwill and $76.1 million and $67.1 million of other intangible assets-net. An adverse change in market conditions, particularly if such change has the effect of changing one of Altair Engineering Inc.'s critical assumptions or estimates, could result in a change to the estimation of fair value that could result in an impairment charge.\nIn addition to Altair Engineering Inc.'s software, Altair Engineering Inc. source, distribute and sell products, which may expose Altair Engineering Inc. to product liability claims, product recalls, and warranty claims that could be expensive and harm Altair Engineering Inc.'s business.\nAltair Engineering Inc. source, distribute and sell products, in part, through certain of Altair Engineering Inc.'s wholly owned subsidiaries. To the extent these products do not perform as expected, cause injury or death or are otherwise unsuitable for usage, Altair Engineering Inc. may be held liable for claims, including product liability and other claims. A product liability claim, any product recalls or an excessive warranty claim, whether arising from defects in design or failure in Altair Engineering Inc.'s supply chains could negatively affect Altair Engineering Inc.'s sales or require a change in the design process or Altair Engineering Inc.'s product sourcing, any of which may harm Altair Engineering Inc.'s reputation and business.\nRisks related to Altair Engineering Inc.'s intellectual property\nDefects or errors in Altair Engineering Inc.'s software could result in loss of revenue or harm to Altair Engineering Inc.'s reputation."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences of product liability claims, product recalls, or warranty claims for Altair Engineering Inc.?', 'gt_answer': "Product liability claims, product recalls, or excessive warranty claims could result in expensive legal fees, harm to Altair Engineering Inc.'s reputation, and negatively affect sales. They may also require changes in the design process or product sourcing, further impacting the company's business.", 'gt_context': "Under GAAP, Altair Engineering Inc. review Altair Engineering Inc.'s intangible assets for impairment when events or changes in circumstances indicate the carrying value may not be recoverable. Goodwill is required to be tested for impairment at least annually. As of December 31, 2020 and 2019, respectively, Altair Engineering Inc. had $264.5 million and $233.7 million of goodwill and $76.1 million and $67.1 million of other intangible assets-net. An adverse change in market conditions, particularly if such change has the effect of changing one of Altair Engineering Inc.'s critical assumptions or estimates, could result in a change to the estimation of fair value that could result in an impairment charge.\nIn addition to Altair Engineering Inc.'s software, Altair Engineering Inc. source, distribute and sell products, which may expose Altair Engineering Inc. to product liability claims, product recalls, and warranty claims that could be expensive and harm Altair Engineering Inc.'s business.\nAltair Engineering Inc. source, distribute and sell products, in part, through certain of Altair Engineering Inc.'s wholly owned subsidiaries. To the extent these products do not perform as expected, cause injury or death or are otherwise unsuitable for usage, Altair Engineering Inc. may be held liable for claims, including product liability and other claims. A product liability claim, any product recalls or an excessive warranty claim, whether arising from defects in design or failure in Altair Engineering Inc.'s supply chains could negatively affect Altair Engineering Inc.'s sales or require a change in the design process or Altair Engineering Inc.'s product sourcing, any of which may harm Altair Engineering Inc.'s reputation and business.\nRisks related to Altair Engineering Inc.'s intellectual property\nDefects or errors in Altair Engineering Inc.'s software could result in loss of revenue or harm to Altair Engineering Inc.'s reputation."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk associated with defects or errors in Altair Engineering Inc.'s software?", 'gt_answer': "Defects or errors in Altair Engineering Inc.'s software could result in loss of revenue or harm to the company's reputation. This risk is significant as it directly impacts the company's core business and customer trust.", 'gt_context': "Under GAAP, Altair Engineering Inc. review Altair Engineering Inc.'s intangible assets for impairment when events or changes in circumstances indicate the carrying value may not be recoverable. Goodwill is required to be tested for impairment at least annually. As of December 31, 2020 and 2019, respectively, Altair Engineering Inc. had $264.5 million and $233.7 million of goodwill and $76.1 million and $67.1 million of other intangible assets-net. An adverse change in market conditions, particularly if such change has the effect of changing one of Altair Engineering Inc.'s critical assumptions or estimates, could result in a change to the estimation of fair value that could result in an impairment charge.\nIn addition to Altair Engineering Inc.'s software, Altair Engineering Inc. source, distribute and sell products, which may expose Altair Engineering Inc. to product liability claims, product recalls, and warranty claims that could be expensive and harm Altair Engineering Inc.'s business.\nAltair Engineering Inc. source, distribute and sell products, in part, through certain of Altair Engineering Inc.'s wholly owned subsidiaries. To the extent these products do not perform as expected, cause injury or death or are otherwise unsuitable for usage, Altair Engineering Inc. may be held liable for claims, including product liability and other claims. A product liability claim, any product recalls or an excessive warranty claim, whether arising from defects in design or failure in Altair Engineering Inc.'s supply chains could negatively affect Altair Engineering Inc.'s sales or require a change in the design process or Altair Engineering Inc.'s product sourcing, any of which may harm Altair Engineering Inc.'s reputation and business.\nRisks related to Altair Engineering Inc.'s intellectual property\nDefects or errors in Altair Engineering Inc.'s software could result in loss of revenue or harm to Altair Engineering Inc.'s reputation."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the principal competitive factors in Altair Engineering Inc.'s industry?", 'gt_answer': "The principal competitive factors in Altair Engineering Inc.'s industry include breadth, depth and integration of software; domain expertise of sales and technical support personnel; consistent global support; performance and reliability; and price.", 'gt_context': "A significant number of companies have developed or are developing software and services that currently, or in the future, may compete with some or all of Altair Engineering Inc.'s software and services. Altair Engineering Inc. may also face competition from participants in adjacent markets, including two-dimensional, or 2D, and three-dimensional, or 3D, CAD, and broader PLM competitors and others that may enter Altair Engineering Inc.'s markets by leveraging related technologies and partnering with or acquiring other companies.\nThe principal competitive factors in Altair Engineering Inc.'s industry include:\n•\nbreadth, depth and integration of software;\n•\ndomain expertise of sales and technical support personnel;\n•\nconsistent global support;\n•\nperformance and reliability; and\n•\nprice.\nMany of Altair Engineering Inc.'s current and potential competitors have longer-term and more extensive relationships with Altair Engineering Inc.'s existing and potential customers that provide them with an advantage in competing for business with those customers. They may be able to devote greater resources to the development and improvement of their offerings than Altair Engineering Inc. can. These competitors could incorporate additional functionality into their competing products from their wider product offerings or leverage their commercial relationships in a manner that uses product bundling or closed technology platforms to discourage enterprises from purchasing Altair Engineering Inc.'s applications.\nMany existing and potential competitors enjoy competitive advantages over Altair Engineering Inc., such as:\n•\nlarger sales and marketing budgets and resources;\n•\naccess to larger customer bases, which often provide incumbency advantages;\n•\nbroader global distribution and presence;\n•\ngreater resources to make acquisitions;\n•\nthe ability to bundle competitive offerings with other software and services;\n•\ngreater brand recognition;\n•\nlower labor and development costs;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What advantages do many of Altair Engineering Inc.'s current and potential competitors have over the company?", 'gt_answer': "Many of Altair Engineering Inc.'s current and potential competitors enjoy competitive advantages such as larger sales and marketing budgets and resources; access to larger customer bases; broader global distribution and presence; greater resources to make acquisitions; the ability to bundle competitive offerings with other software and services; greater brand recognition; and lower labor and development costs.", 'gt_context': "A significant number of companies have developed or are developing software and services that currently, or in the future, may compete with some or all of Altair Engineering Inc.'s software and services. Altair Engineering Inc. may also face competition from participants in adjacent markets, including two-dimensional, or 2D, and three-dimensional, or 3D, CAD, and broader PLM competitors and others that may enter Altair Engineering Inc.'s markets by leveraging related technologies and partnering with or acquiring other companies.\nThe principal competitive factors in Altair Engineering Inc.'s industry include:\n•\nbreadth, depth and integration of software;\n•\ndomain expertise of sales and technical support personnel;\n•\nconsistent global support;\n•\nperformance and reliability; and\n•\nprice.\nMany of Altair Engineering Inc.'s current and potential competitors have longer-term and more extensive relationships with Altair Engineering Inc.'s existing and potential customers that provide them with an advantage in competing for business with those customers. They may be able to devote greater resources to the development and improvement of their offerings than Altair Engineering Inc. can. These competitors could incorporate additional functionality into their competing products from their wider product offerings or leverage their commercial relationships in a manner that uses product bundling or closed technology platforms to discourage enterprises from purchasing Altair Engineering Inc.'s applications.\nMany existing and potential competitors enjoy competitive advantages over Altair Engineering Inc., such as:\n•\nlarger sales and marketing budgets and resources;\n•\naccess to larger customer bases, which often provide incumbency advantages;\n•\nbroader global distribution and presence;\n•\ngreater resources to make acquisitions;\n•\nthe ability to bundle competitive offerings with other software and services;\n•\ngreater brand recognition;\n•\nlower labor and development costs;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How might Altair Engineering Inc.'s competitors use their commercial relationships to discourage enterprises from purchasing Altair Engineering Inc.'s applications?", 'gt_answer': "Altair Engineering Inc.'s competitors could incorporate additional functionality into their competing products from their wider product offerings or leverage their commercial relationships in a manner that uses product bundling or closed technology platforms to discourage enterprises from purchasing Altair Engineering Inc.'s applications.", 'gt_context': "A significant number of companies have developed or are developing software and services that currently, or in the future, may compete with some or all of Altair Engineering Inc.'s software and services. Altair Engineering Inc. may also face competition from participants in adjacent markets, including two-dimensional, or 2D, and three-dimensional, or 3D, CAD, and broader PLM competitors and others that may enter Altair Engineering Inc.'s markets by leveraging related technologies and partnering with or acquiring other companies.\nThe principal competitive factors in Altair Engineering Inc.'s industry include:\n•\nbreadth, depth and integration of software;\n•\ndomain expertise of sales and technical support personnel;\n•\nconsistent global support;\n•\nperformance and reliability; and\n•\nprice.\nMany of Altair Engineering Inc.'s current and potential competitors have longer-term and more extensive relationships with Altair Engineering Inc.'s existing and potential customers that provide them with an advantage in competing for business with those customers. They may be able to devote greater resources to the development and improvement of their offerings than Altair Engineering Inc. can. These competitors could incorporate additional functionality into their competing products from their wider product offerings or leverage their commercial relationships in a manner that uses product bundling or closed technology platforms to discourage enterprises from purchasing Altair Engineering Inc.'s applications.\nMany existing and potential competitors enjoy competitive advantages over Altair Engineering Inc., such as:\n•\nlarger sales and marketing budgets and resources;\n•\naccess to larger customer bases, which often provide incumbency advantages;\n•\nbroader global distribution and presence;\n•\ngreater resources to make acquisitions;\n•\nthe ability to bundle competitive offerings with other software and services;\n•\ngreater brand recognition;\n•\nlower labor and development costs;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary risk factor mentioned for Altair Engineering Inc. in the context of competitive pressures?', 'gt_answer': 'The primary risk factor mentioned for Altair Engineering Inc. in the context of competitive pressures is that competitors may have greater brand recognition, lower labor and development costs, greater levels of aggregate investment in research and development, larger and more mature intellectual property portfolios, and greater financial, technical, management and other resources.', 'gt_context': "•\ngreater brand recognition;\n•\nlower labor and development costs;\n•\ngreater levels of aggregate investment in research and development;\n•\nlarger and more mature intellectual property portfolios; and\n•\ngreater financial, technical, management and other resources.\nThese competitive pressures in Altair Engineering Inc.'s markets or Altair Engineering Inc.'s failure to compete effectively may result in fewer customers, price reductions, licensing of fewer units, increased sales and marketing expenses, reduced revenue and gross profits and loss of market share. Any failure to address these factors could harm Altair Engineering Inc.'s business.\nBecause Altair Engineering Inc. derive a substantial portion of Altair Engineering Inc.'s revenues from customers in the automotive industry, Altair Engineering Inc. are susceptible to factors affecting this industry.\nBillings in the automotive industry accounted for approximately 36% of Altair Engineering Inc.'s 2020 billings. An adverse occurrence, including industry slowdown, due to the impacts of COVID-19 or otherwise, recession, political instability, costly or constraining regulations, rapid technological obsolescence, excessive inflation, prolonged disruptions in one or more of Altair Engineering Inc.'s automotive customers’ production schedules, supply disruptions, or labor disturbances, that results in a significant decline in the volume of sales in this industry, or in an overall downturn in the business and operations of Altair Engineering Inc.'s customers in this industry, could adversely affect Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What percentage of Altair Engineering Inc.'s 2020 billings came from the automotive industry?", 'gt_answer': "Approximately 36% of Altair Engineering Inc.'s 2020 billings came from the automotive industry.", 'gt_context': "•\ngreater brand recognition;\n•\nlower labor and development costs;\n•\ngreater levels of aggregate investment in research and development;\n•\nlarger and more mature intellectual property portfolios; and\n•\ngreater financial, technical, management and other resources.\nThese competitive pressures in Altair Engineering Inc.'s markets or Altair Engineering Inc.'s failure to compete effectively may result in fewer customers, price reductions, licensing of fewer units, increased sales and marketing expenses, reduced revenue and gross profits and loss of market share. Any failure to address these factors could harm Altair Engineering Inc.'s business.\nBecause Altair Engineering Inc. derive a substantial portion of Altair Engineering Inc.'s revenues from customers in the automotive industry, Altair Engineering Inc. are susceptible to factors affecting this industry.\nBillings in the automotive industry accounted for approximately 36% of Altair Engineering Inc.'s 2020 billings. An adverse occurrence, including industry slowdown, due to the impacts of COVID-19 or otherwise, recession, political instability, costly or constraining regulations, rapid technological obsolescence, excessive inflation, prolonged disruptions in one or more of Altair Engineering Inc.'s automotive customers’ production schedules, supply disruptions, or labor disturbances, that results in a significant decline in the volume of sales in this industry, or in an overall downturn in the business and operations of Altair Engineering Inc.'s customers in this industry, could adversely affect Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the potential adverse effects on Altair Engineering Inc.'s business if there is a significant decline in the volume of sales in the automotive industry?", 'gt_answer': "If there is a significant decline in the volume of sales in the automotive industry, potential adverse effects on Altair Engineering Inc.'s business include fewer customers, price reductions, licensing of fewer units, increased sales and marketing expenses, reduced revenue and gross profits, and loss of market share.", 'gt_context': "•\ngreater brand recognition;\n•\nlower labor and development costs;\n•\ngreater levels of aggregate investment in research and development;\n•\nlarger and more mature intellectual property portfolios; and\n•\ngreater financial, technical, management and other resources.\nThese competitive pressures in Altair Engineering Inc.'s markets or Altair Engineering Inc.'s failure to compete effectively may result in fewer customers, price reductions, licensing of fewer units, increased sales and marketing expenses, reduced revenue and gross profits and loss of market share. Any failure to address these factors could harm Altair Engineering Inc.'s business.\nBecause Altair Engineering Inc. derive a substantial portion of Altair Engineering Inc.'s revenues from customers in the automotive industry, Altair Engineering Inc. are susceptible to factors affecting this industry.\nBillings in the automotive industry accounted for approximately 36% of Altair Engineering Inc.'s 2020 billings. An adverse occurrence, including industry slowdown, due to the impacts of COVID-19 or otherwise, recession, political instability, costly or constraining regulations, rapid technological obsolescence, excessive inflation, prolonged disruptions in one or more of Altair Engineering Inc.'s automotive customers’ production schedules, supply disruptions, or labor disturbances, that results in a significant decline in the volume of sales in this industry, or in an overall downturn in the business and operations of Altair Engineering Inc.'s customers in this industry, could adversely affect Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary concern for Altair Engineering Inc. regarding Brexit?', 'gt_answer': 'The primary concern for Altair Engineering Inc. regarding Brexit is the potential disruption of markets they serve, which could lead to reduced spending by customers on their products and services, as well as legal uncertainty and potentially divergent national laws and regulations.', 'gt_context': "The long term effects of Brexit will depend on any agreements the United Kingdom makes to retain access to European Union markets. The measures could potentially disrupt some of the markets Altair Engineering Inc. serve and may cause those customers to closely monitor their costs and reduce their spending budget on Altair Engineering Inc.'s products and services. In addition, Brexit could lead to legal uncertainty and potentially divergent national laws and regulations as the United Kingdom determines which European Union laws to replace or replicate. Given the lack of comparable precedent, it is unclear what the longer term financial, trade and legal implications the withdrawal of the United Kingdom from the European Union will have on Altair Engineering Inc..\nThe United Kingdom Financial Conduct Authority, or the FCA, has announced its intention to phase out LIBOR rates by the end of 2021. It is not possible to predict the effect of this change, or other reforms or the establishment of alternative reference rates in the United Kingdom or elsewhere. Altair Engineering Inc. currently expect that, as a result of any phase out of LIBOR, the interest rates under Altair Engineering Inc.'s loan agreement would be amended as necessary to provide for an interest rate that approximates the existing interest rate as calculated in accordance with LIBOR, but could result in an increase in the cost of Altair Engineering Inc.'s variable rate indebtedness.\nDuring challenging economic times Altair Engineering Inc.'s customers may be unable or unwilling to make timely payments to Altair Engineering Inc., which could cause Altair Engineering Inc. to incur increased bad debt expenses. Altair Engineering Inc.'s customers may unilaterally extend the payment terms of Altair Engineering Inc.'s invoices, adversely affecting Altair Engineering Inc.'s short-term or long-term cash flows."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What impact could the phasing out of LIBOR rates by the end of 2021 have on Altair Engineering Inc.?', 'gt_answer': "The phasing out of LIBOR rates could result in an increase in the cost of Altair Engineering Inc.'s variable rate indebtedness, as the interest rates under their loan agreement would need to be amended to provide for an interest rate that approximates the existing interest rate as calculated in accordance with LIBOR.", 'gt_context': "The long term effects of Brexit will depend on any agreements the United Kingdom makes to retain access to European Union markets. The measures could potentially disrupt some of the markets Altair Engineering Inc. serve and may cause those customers to closely monitor their costs and reduce their spending budget on Altair Engineering Inc.'s products and services. In addition, Brexit could lead to legal uncertainty and potentially divergent national laws and regulations as the United Kingdom determines which European Union laws to replace or replicate. Given the lack of comparable precedent, it is unclear what the longer term financial, trade and legal implications the withdrawal of the United Kingdom from the European Union will have on Altair Engineering Inc..\nThe United Kingdom Financial Conduct Authority, or the FCA, has announced its intention to phase out LIBOR rates by the end of 2021. It is not possible to predict the effect of this change, or other reforms or the establishment of alternative reference rates in the United Kingdom or elsewhere. Altair Engineering Inc. currently expect that, as a result of any phase out of LIBOR, the interest rates under Altair Engineering Inc.'s loan agreement would be amended as necessary to provide for an interest rate that approximates the existing interest rate as calculated in accordance with LIBOR, but could result in an increase in the cost of Altair Engineering Inc.'s variable rate indebtedness.\nDuring challenging economic times Altair Engineering Inc.'s customers may be unable or unwilling to make timely payments to Altair Engineering Inc., which could cause Altair Engineering Inc. to incur increased bad debt expenses. Altair Engineering Inc.'s customers may unilaterally extend the payment terms of Altair Engineering Inc.'s invoices, adversely affecting Altair Engineering Inc.'s short-term or long-term cash flows."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How might challenging economic times affect Altair Engineering Inc.'s financial stability?", 'gt_answer': "Challenging economic times could lead to Altair Engineering Inc.'s customers being unable or unwilling to make timely payments, resulting in increased bad debt expenses. Additionally, customers may unilaterally extend payment terms, adversely affecting Altair Engineering Inc.'s short-term or long-term cash flows.", 'gt_context': "The long term effects of Brexit will depend on any agreements the United Kingdom makes to retain access to European Union markets. The measures could potentially disrupt some of the markets Altair Engineering Inc. serve and may cause those customers to closely monitor their costs and reduce their spending budget on Altair Engineering Inc.'s products and services. In addition, Brexit could lead to legal uncertainty and potentially divergent national laws and regulations as the United Kingdom determines which European Union laws to replace or replicate. Given the lack of comparable precedent, it is unclear what the longer term financial, trade and legal implications the withdrawal of the United Kingdom from the European Union will have on Altair Engineering Inc..\nThe United Kingdom Financial Conduct Authority, or the FCA, has announced its intention to phase out LIBOR rates by the end of 2021. It is not possible to predict the effect of this change, or other reforms or the establishment of alternative reference rates in the United Kingdom or elsewhere. Altair Engineering Inc. currently expect that, as a result of any phase out of LIBOR, the interest rates under Altair Engineering Inc.'s loan agreement would be amended as necessary to provide for an interest rate that approximates the existing interest rate as calculated in accordance with LIBOR, but could result in an increase in the cost of Altair Engineering Inc.'s variable rate indebtedness.\nDuring challenging economic times Altair Engineering Inc.'s customers may be unable or unwilling to make timely payments to Altair Engineering Inc., which could cause Altair Engineering Inc. to incur increased bad debt expenses. Altair Engineering Inc.'s customers may unilaterally extend the payment terms of Altair Engineering Inc.'s invoices, adversely affecting Altair Engineering Inc.'s short-term or long-term cash flows."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What factors can cause fluctuations in Altair Engineering Inc.'s quarterly results of operations?", 'gt_answer': "The number of new employees added, the amount and timing of billing for professional services engagements, the timing and success of new products, features, enhancements or functionalities introduced by Altair Engineering Inc. or its competitors, changes in pricing policies, changes in competitive dynamics, the timing of expenses related to the development or acquisition of technology, any future charges for impairment of goodwill from acquired companies, extraordinary expenses, the impact of new accounting pronouncements, and general economic conditions can cause fluctuations in Altair Engineering Inc.'s quarterly results of operations.", 'gt_context': "•\nthe number of new employees added;\n•\nthe amount and timing of billing for professional services engagements;\n•\nthe timing and success of new products, features, enhancements or functionalities introduced by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\nchanges in Altair Engineering Inc.'s pricing policies or those of Altair Engineering Inc.'s competitors;\n•\nchanges in the competitive dynamics of Altair Engineering Inc.'s industry, including consolidation among competitors;\n•\nthe timing of expenses related to the development or acquisition of technology;\n•\nany future charges for impairment of goodwill from acquired companies;\n•\nextraordinary expenses such as litigation or other dispute-related settlement payments;\n•\nthe impact of new accounting pronouncements; and\n•\ngeneral economic conditions.\nBillings have historically been highest in the first and fourth quarters of any calendar year and may vary in future quarters. This seasonality or the occurrence of any of the factors above may cause Altair Engineering Inc.'s results of operations to vary and Altair Engineering Inc.'s financial statements may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nIn addition, Altair Engineering Inc. may choose to grow Altair Engineering Inc.'s business for the long-term rather than to optimize for profitability or cash flows for a particular shorter-term period. If Altair Engineering Inc.'s quarterly results of operations fall below the expectations of investors or securities analysts, the price of Altair Engineering Inc.'s Class A common stock could decline and Altair Engineering Inc. could face lawsuits, including securities class action suits.\nFluctuations in foreign currency exchange rates could result in declines in Altair Engineering Inc.'s reported revenue and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'When are billings historically highest for Altair Engineering Inc.?', 'gt_answer': 'Billings have historically been highest in the first and fourth quarters of any calendar year for Altair Engineering Inc.', 'gt_context': "•\nthe number of new employees added;\n•\nthe amount and timing of billing for professional services engagements;\n•\nthe timing and success of new products, features, enhancements or functionalities introduced by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\nchanges in Altair Engineering Inc.'s pricing policies or those of Altair Engineering Inc.'s competitors;\n•\nchanges in the competitive dynamics of Altair Engineering Inc.'s industry, including consolidation among competitors;\n•\nthe timing of expenses related to the development or acquisition of technology;\n•\nany future charges for impairment of goodwill from acquired companies;\n•\nextraordinary expenses such as litigation or other dispute-related settlement payments;\n•\nthe impact of new accounting pronouncements; and\n•\ngeneral economic conditions.\nBillings have historically been highest in the first and fourth quarters of any calendar year and may vary in future quarters. This seasonality or the occurrence of any of the factors above may cause Altair Engineering Inc.'s results of operations to vary and Altair Engineering Inc.'s financial statements may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nIn addition, Altair Engineering Inc. may choose to grow Altair Engineering Inc.'s business for the long-term rather than to optimize for profitability or cash flows for a particular shorter-term period. If Altair Engineering Inc.'s quarterly results of operations fall below the expectations of investors or securities analysts, the price of Altair Engineering Inc.'s Class A common stock could decline and Altair Engineering Inc. could face lawsuits, including securities class action suits.\nFluctuations in foreign currency exchange rates could result in declines in Altair Engineering Inc.'s reported revenue and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could happen if Altair Engineering Inc.'s quarterly results of operations fall below the expectations of investors or securities analysts?", 'gt_answer': "If Altair Engineering Inc.'s quarterly results of operations fall below the expectations of investors or securities analysts, the price of Altair Engineering Inc.'s Class A common stock could decline and Altair Engineering Inc. could face lawsuits, including securities class action suits.", 'gt_context': "•\nthe number of new employees added;\n•\nthe amount and timing of billing for professional services engagements;\n•\nthe timing and success of new products, features, enhancements or functionalities introduced by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\nchanges in Altair Engineering Inc.'s pricing policies or those of Altair Engineering Inc.'s competitors;\n•\nchanges in the competitive dynamics of Altair Engineering Inc.'s industry, including consolidation among competitors;\n•\nthe timing of expenses related to the development or acquisition of technology;\n•\nany future charges for impairment of goodwill from acquired companies;\n•\nextraordinary expenses such as litigation or other dispute-related settlement payments;\n•\nthe impact of new accounting pronouncements; and\n•\ngeneral economic conditions.\nBillings have historically been highest in the first and fourth quarters of any calendar year and may vary in future quarters. This seasonality or the occurrence of any of the factors above may cause Altair Engineering Inc.'s results of operations to vary and Altair Engineering Inc.'s financial statements may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nIn addition, Altair Engineering Inc. may choose to grow Altair Engineering Inc.'s business for the long-term rather than to optimize for profitability or cash flows for a particular shorter-term period. If Altair Engineering Inc.'s quarterly results of operations fall below the expectations of investors or securities analysts, the price of Altair Engineering Inc.'s Class A common stock could decline and Altair Engineering Inc. could face lawsuits, including securities class action suits.\nFluctuations in foreign currency exchange rates could result in declines in Altair Engineering Inc.'s reported revenue and operating results."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s decision not to engage in currency hedging activities?", 'gt_answer': 'The primary risk is that Altair Engineering Inc. may be exposed to adverse financial effects from unfavorable movements in foreign exchange rates, which could negatively impact their operating results.', 'gt_context': "Altair Engineering Inc. do not currently engage in currency hedging activities to limit the risk of exchange rate fluctuations. In the future, Altair Engineering Inc. may use derivative instruments, such as foreign currency forward and option contracts, to hedge certain exposures to fluctuations in foreign currency exchange rates. The use of such hedging activities may not offset any or more than a portion of the adverse financial effects of unfavorable movements in foreign exchange rates over the limited time the hedges are in place, and the cost of those hedging techniques may have a significant negative impact on Altair Engineering Inc.'s operating results. The use of hedging instruments may introduce additional risks if Altair Engineering Inc. are unable to structure effective hedges with such instruments. If Altair Engineering Inc. are not able to successfully manage or hedge against the risks associated with currency fluctuations, Altair Engineering Inc.'s financial condition and operating results could be adversely affected.\nIf Altair Engineering Inc. fail to attract new or retain existing third party independent software vendors to participate in the APA, Altair Engineering Inc. may not be able to grow the APA program.\nAltair Engineering Inc.'s APA program allows Altair Engineering Inc.'s customers to use third party software that may be unrelated to Altair Engineering Inc.'s software, without the need to enter into additional license agreements. The APA program results in increased revenues through revenue sharing, and encourages users to stay within the Altair software ecosystem. If third party software providers are unwilling to join the APA on appropriate terms, including agreeing with Altair Engineering Inc.'s revenue share allocations, or if Altair Engineering Inc. are unable to retain Altair Engineering Inc.'s current APA participants, Altair Engineering Inc. may not be able to grow the APA program."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What potential risks could arise if Altair Engineering Inc. decides to use derivative instruments for hedging currency fluctuations in the future?', 'gt_answer': "The use of derivative instruments for hedging currency fluctuations may not offset the adverse financial effects of unfavorable movements in foreign exchange rates, and the cost of those hedging techniques may have a significant negative impact on Altair Engineering Inc.'s operating results. Additionally, there is a risk that Altair Engineering Inc. may be unable to structure effective hedges with such instruments.", 'gt_context': "Altair Engineering Inc. do not currently engage in currency hedging activities to limit the risk of exchange rate fluctuations. In the future, Altair Engineering Inc. may use derivative instruments, such as foreign currency forward and option contracts, to hedge certain exposures to fluctuations in foreign currency exchange rates. The use of such hedging activities may not offset any or more than a portion of the adverse financial effects of unfavorable movements in foreign exchange rates over the limited time the hedges are in place, and the cost of those hedging techniques may have a significant negative impact on Altair Engineering Inc.'s operating results. The use of hedging instruments may introduce additional risks if Altair Engineering Inc. are unable to structure effective hedges with such instruments. If Altair Engineering Inc. are not able to successfully manage or hedge against the risks associated with currency fluctuations, Altair Engineering Inc.'s financial condition and operating results could be adversely affected.\nIf Altair Engineering Inc. fail to attract new or retain existing third party independent software vendors to participate in the APA, Altair Engineering Inc. may not be able to grow the APA program.\nAltair Engineering Inc.'s APA program allows Altair Engineering Inc.'s customers to use third party software that may be unrelated to Altair Engineering Inc.'s software, without the need to enter into additional license agreements. The APA program results in increased revenues through revenue sharing, and encourages users to stay within the Altair software ecosystem. If third party software providers are unwilling to join the APA on appropriate terms, including agreeing with Altair Engineering Inc.'s revenue share allocations, or if Altair Engineering Inc. are unable to retain Altair Engineering Inc.'s current APA participants, Altair Engineering Inc. may not be able to grow the APA program."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk associated with Altair Engineering Inc.'s APA program if they fail to attract new or retain existing third party independent software vendors?", 'gt_answer': 'If Altair Engineering Inc. fails to attract new or retain existing third party independent software vendors to participate in the APA program, they may not be able to grow the APA program, which could result in decreased revenues through revenue sharing and discourage users from staying within the Altair software ecosystem.', 'gt_context': "Altair Engineering Inc. do not currently engage in currency hedging activities to limit the risk of exchange rate fluctuations. In the future, Altair Engineering Inc. may use derivative instruments, such as foreign currency forward and option contracts, to hedge certain exposures to fluctuations in foreign currency exchange rates. The use of such hedging activities may not offset any or more than a portion of the adverse financial effects of unfavorable movements in foreign exchange rates over the limited time the hedges are in place, and the cost of those hedging techniques may have a significant negative impact on Altair Engineering Inc.'s operating results. The use of hedging instruments may introduce additional risks if Altair Engineering Inc. are unable to structure effective hedges with such instruments. If Altair Engineering Inc. are not able to successfully manage or hedge against the risks associated with currency fluctuations, Altair Engineering Inc.'s financial condition and operating results could be adversely affected.\nIf Altair Engineering Inc. fail to attract new or retain existing third party independent software vendors to participate in the APA, Altair Engineering Inc. may not be able to grow the APA program.\nAltair Engineering Inc.'s APA program allows Altair Engineering Inc.'s customers to use third party software that may be unrelated to Altair Engineering Inc.'s software, without the need to enter into additional license agreements. The APA program results in increased revenues through revenue sharing, and encourages users to stay within the Altair software ecosystem. If third party software providers are unwilling to join the APA on appropriate terms, including agreeing with Altair Engineering Inc.'s revenue share allocations, or if Altair Engineering Inc. are unable to retain Altair Engineering Inc.'s current APA participants, Altair Engineering Inc. may not be able to grow the APA program."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk to Altair Engineering Inc.'s operations due to COVID-19?", 'gt_answer': "The primary risk to Altair Engineering Inc.'s operations due to COVID-19 is the inability of its employees and those businesses upon which it relies for operations to carry out their responsibilities at levels of performance necessary to maintain the company's performance undisturbed as a result of measures taken by governmental authorities to limit the spread of COVID-19.", 'gt_context': "Additional risks from COVID-19 include the inability of Altair Engineering Inc.'s employees and those businesses upon which Altair Engineering Inc. rely for operations to carry out their responsibilities at levels of performance necessary to maintain Altair Engineering Inc.'s performance undisturbed as a result of measures taken by governmental authorities to limit the spread of COVID-19. It is possible that some of Altair Engineering Inc.'s furloughed CES personnel do not return to work when their positions return. The COVID-19 pandemic continues to rapidly evolve. COVID-19 may also affect Altair Engineering Inc.'s operating and financial results in a manner that is not presently known to Altair Engineering Inc., or that Altair Engineering Inc. currently to do not consider presenting significant risks to Altair Engineering Inc.'s operations.\nThe impact of COVID-19 on some of Altair Engineering Inc.'s customers has primarily contributed to the decrease in revenue for software related and client engineering services. While Altair Engineering Inc. continue to robustly engage with Altair Engineering Inc.'s customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on Altair Engineering Inc.'s customers, Altair Engineering Inc.'s ability to attract, serve, retain, or expand customers will continue to be uncertain. A negative impact on Altair Engineering Inc.'s customers may cause them to delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancelations, and a reduction in demand for software related and client engineering services. Existing and potential customers may choose to reduce or delay technology spending in response to COVID-19, or attempt to renegotiate contracts and obtain concessions, which may materially and negatively impact Altair Engineering Inc.'s operating results, financial condition and prospects."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How has the COVID-19 pandemic affected Altair Engineering Inc.'s revenue for software related and client engineering services?", 'gt_answer': "The COVID-19 pandemic has primarily contributed to the decrease in revenue for software related and client engineering services due to its impact on some of Altair Engineering Inc.'s customers.", 'gt_context': "Additional risks from COVID-19 include the inability of Altair Engineering Inc.'s employees and those businesses upon which Altair Engineering Inc. rely for operations to carry out their responsibilities at levels of performance necessary to maintain Altair Engineering Inc.'s performance undisturbed as a result of measures taken by governmental authorities to limit the spread of COVID-19. It is possible that some of Altair Engineering Inc.'s furloughed CES personnel do not return to work when their positions return. The COVID-19 pandemic continues to rapidly evolve. COVID-19 may also affect Altair Engineering Inc.'s operating and financial results in a manner that is not presently known to Altair Engineering Inc., or that Altair Engineering Inc. currently to do not consider presenting significant risks to Altair Engineering Inc.'s operations.\nThe impact of COVID-19 on some of Altair Engineering Inc.'s customers has primarily contributed to the decrease in revenue for software related and client engineering services. While Altair Engineering Inc. continue to robustly engage with Altair Engineering Inc.'s customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on Altair Engineering Inc.'s customers, Altair Engineering Inc.'s ability to attract, serve, retain, or expand customers will continue to be uncertain. A negative impact on Altair Engineering Inc.'s customers may cause them to delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancelations, and a reduction in demand for software related and client engineering services. Existing and potential customers may choose to reduce or delay technology spending in response to COVID-19, or attempt to renegotiate contracts and obtain concessions, which may materially and negatively impact Altair Engineering Inc.'s operating results, financial condition and prospects."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What potential actions might Altair Engineering Inc.'s customers take in response to the negative impact of COVID-19 on their businesses?", 'gt_answer': "In response to the negative impact of COVID-19 on their businesses, Altair Engineering Inc.'s customers may delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancellations, and reduce demand for software related and client engineering services.", 'gt_context': "Additional risks from COVID-19 include the inability of Altair Engineering Inc.'s employees and those businesses upon which Altair Engineering Inc. rely for operations to carry out their responsibilities at levels of performance necessary to maintain Altair Engineering Inc.'s performance undisturbed as a result of measures taken by governmental authorities to limit the spread of COVID-19. It is possible that some of Altair Engineering Inc.'s furloughed CES personnel do not return to work when their positions return. The COVID-19 pandemic continues to rapidly evolve. COVID-19 may also affect Altair Engineering Inc.'s operating and financial results in a manner that is not presently known to Altair Engineering Inc., or that Altair Engineering Inc. currently to do not consider presenting significant risks to Altair Engineering Inc.'s operations.\nThe impact of COVID-19 on some of Altair Engineering Inc.'s customers has primarily contributed to the decrease in revenue for software related and client engineering services. While Altair Engineering Inc. continue to robustly engage with Altair Engineering Inc.'s customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on Altair Engineering Inc.'s customers, Altair Engineering Inc.'s ability to attract, serve, retain, or expand customers will continue to be uncertain. A negative impact on Altair Engineering Inc.'s customers may cause them to delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancelations, and a reduction in demand for software related and client engineering services. Existing and potential customers may choose to reduce or delay technology spending in response to COVID-19, or attempt to renegotiate contracts and obtain concessions, which may materially and negatively impact Altair Engineering Inc.'s operating results, financial condition and prospects."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s client engineering services business?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s client engineering services business is its dependence on recruiting and retaining highly skilled CES staff to meet customer requirements and maintain ongoing relationships with customers.", 'gt_context': "Altair Engineering Inc. operate Altair Engineering Inc.'s client engineering services business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments and pay them only for the duration of the placement. The success of this business is dependent upon Altair Engineering Inc.'s ability to recruit and retain highly skilled, CES staff to meet the requirements of Altair Engineering Inc.'s customers and to maintain ongoing relationships with these customers. Altair Engineering Inc.'s CES business constituted approximately 9% and 11% of Altair Engineering Inc.'s total revenues for the year ended December 31, 2020 and 2019, respectively. Some of Altair Engineering Inc.'s customers satisfy their engineering personnel needs through managed service providers, or MSPs. A significant percentage of the engineers Altair Engineering Inc. place, either directly or through MSPs, are with U.S.-based customers and are citizens of countries other than the United States. In the event these engineers are unable to enter into, or remain in, the United States legally, Altair Engineering Inc. may be unable to match engineers with the appropriate skill sets matched to open customer positions. If Altair Engineering Inc. are unable to attract highly skilled, qualified CES staff because of competitive factors or immigration laws, or otherwise fail to match CES staff to open customer positions, Altair Engineering Inc.'s revenue may be adversely affected.\nAltair Engineering Inc.'s sales to government agencies and their suppliers may be subject to reporting and compliance requirements."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does the immigration status of engineers affect Altair Engineering Inc.'s client engineering services business?", 'gt_answer': "The immigration status of engineers affects Altair Engineering Inc.'s client engineering services business as a significant percentage of the engineers placed are citizens of countries other than the United States. If these engineers are unable to enter into, or remain in, the United States legally, Altair Engineering Inc. may be unable to match engineers with the appropriate skill sets matched to open customer positions.", 'gt_context': "Altair Engineering Inc. operate Altair Engineering Inc.'s client engineering services business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments and pay them only for the duration of the placement. The success of this business is dependent upon Altair Engineering Inc.'s ability to recruit and retain highly skilled, CES staff to meet the requirements of Altair Engineering Inc.'s customers and to maintain ongoing relationships with these customers. Altair Engineering Inc.'s CES business constituted approximately 9% and 11% of Altair Engineering Inc.'s total revenues for the year ended December 31, 2020 and 2019, respectively. Some of Altair Engineering Inc.'s customers satisfy their engineering personnel needs through managed service providers, or MSPs. A significant percentage of the engineers Altair Engineering Inc. place, either directly or through MSPs, are with U.S.-based customers and are citizens of countries other than the United States. In the event these engineers are unable to enter into, or remain in, the United States legally, Altair Engineering Inc. may be unable to match engineers with the appropriate skill sets matched to open customer positions. If Altair Engineering Inc. are unable to attract highly skilled, qualified CES staff because of competitive factors or immigration laws, or otherwise fail to match CES staff to open customer positions, Altair Engineering Inc.'s revenue may be adversely affected.\nAltair Engineering Inc.'s sales to government agencies and their suppliers may be subject to reporting and compliance requirements."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What percentage of Altair Engineering Inc.'s total revenues did the client engineering services business constitute in the years ended December 31, 2020 and 2019?", 'gt_answer': "Altair Engineering Inc.'s client engineering services business constituted approximately 9% and 11% of Altair Engineering Inc.'s total revenues for the years ended December 31, 2020 and 2019, respectively.", 'gt_context': "Altair Engineering Inc. operate Altair Engineering Inc.'s client engineering services business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments and pay them only for the duration of the placement. The success of this business is dependent upon Altair Engineering Inc.'s ability to recruit and retain highly skilled, CES staff to meet the requirements of Altair Engineering Inc.'s customers and to maintain ongoing relationships with these customers. Altair Engineering Inc.'s CES business constituted approximately 9% and 11% of Altair Engineering Inc.'s total revenues for the year ended December 31, 2020 and 2019, respectively. Some of Altair Engineering Inc.'s customers satisfy their engineering personnel needs through managed service providers, or MSPs. A significant percentage of the engineers Altair Engineering Inc. place, either directly or through MSPs, are with U.S.-based customers and are citizens of countries other than the United States. In the event these engineers are unable to enter into, or remain in, the United States legally, Altair Engineering Inc. may be unable to match engineers with the appropriate skill sets matched to open customer positions. If Altair Engineering Inc. are unable to attract highly skilled, qualified CES staff because of competitive factors or immigration laws, or otherwise fail to match CES staff to open customer positions, Altair Engineering Inc.'s revenue may be adversely affected.\nAltair Engineering Inc.'s sales to government agencies and their suppliers may be subject to reporting and compliance requirements."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary factor that causes Altair Engineering Inc.'s quarterly results to fluctuate significantly?", 'gt_answer': "The primary factor causing Altair Engineering Inc.'s quarterly results to fluctuate significantly is the seasonal variations in customer purchasing patterns, which are often based on fiscal year budgets coinciding with the calendar year.", 'gt_context': "Altair Engineering Inc.'s quarterly results may fluctuate significantly and may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s quarterly results of operations and Altair Engineering Inc.'s key metrics, including Billings, Adjusted EBITDA and Free Cash Flow, may vary significantly in the future and seasonally. Many customers make purchase decisions based on their fiscal year budgets, which often coincide with the calendar year. These seasonal trends materially affect Altair Engineering Inc.'s financial results, as license fees become due at the time the license term commences based upon agreed payment terms that customers may not adhere to. As a result, new and renewal licenses have been concentrated in the first and fourth quarter of the year, and Altair Engineering Inc.'s cash flows from operations have been highest late in the first quarter and early in the second quarter of the succeeding fiscal year. Period-to-period comparisons of Altair Engineering Inc.'s operating results may not be meaningful. The results of any one quarter should not be relied upon as an indication of future performance. Altair Engineering Inc.'s quarterly financial results and key metrics may fluctuate as a result of a variety of factors including:\n•\nseasonal variations in customer purchasing patterns;\n•\nAltair Engineering Inc.'s ability to retain and/or increase sales to existing customers at various times;\n•\nAltair Engineering Inc.'s ability to attract new customers;\n•\nthe addition or loss of large customers, including through their acquisitions or industry consolidations;\n•\nthe timing of recognition of revenues;\n•\nthe amount and timing of billings;\n•\nthe amount and timing of operating expenses and capital expenditures;\n•\nthe length of sales cycles;\n•\nsignificant security breaches, technical difficulties or unforeseen interruptions to the functionality of Altair Engineering Inc.'s software;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does the timing of new and renewal licenses affect Altair Engineering Inc.'s cash flows from operations?", 'gt_answer': "The timing of new and renewal licenses affects Altair Engineering Inc.'s cash flows from operations by concentrating them in the first and fourth quarters of the year, leading to the highest cash flows late in the first quarter and early in the second quarter of the succeeding fiscal year.", 'gt_context': "Altair Engineering Inc.'s quarterly results may fluctuate significantly and may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s quarterly results of operations and Altair Engineering Inc.'s key metrics, including Billings, Adjusted EBITDA and Free Cash Flow, may vary significantly in the future and seasonally. Many customers make purchase decisions based on their fiscal year budgets, which often coincide with the calendar year. These seasonal trends materially affect Altair Engineering Inc.'s financial results, as license fees become due at the time the license term commences based upon agreed payment terms that customers may not adhere to. As a result, new and renewal licenses have been concentrated in the first and fourth quarter of the year, and Altair Engineering Inc.'s cash flows from operations have been highest late in the first quarter and early in the second quarter of the succeeding fiscal year. Period-to-period comparisons of Altair Engineering Inc.'s operating results may not be meaningful. The results of any one quarter should not be relied upon as an indication of future performance. Altair Engineering Inc.'s quarterly financial results and key metrics may fluctuate as a result of a variety of factors including:\n•\nseasonal variations in customer purchasing patterns;\n•\nAltair Engineering Inc.'s ability to retain and/or increase sales to existing customers at various times;\n•\nAltair Engineering Inc.'s ability to attract new customers;\n•\nthe addition or loss of large customers, including through their acquisitions or industry consolidations;\n•\nthe timing of recognition of revenues;\n•\nthe amount and timing of billings;\n•\nthe amount and timing of operating expenses and capital expenditures;\n•\nthe length of sales cycles;\n•\nsignificant security breaches, technical difficulties or unforeseen interruptions to the functionality of Altair Engineering Inc.'s software;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are some of the factors that can cause Altair Engineering Inc.'s quarterly financial results and key metrics to fluctuate?", 'gt_answer': "Factors that can cause Altair Engineering Inc.'s quarterly financial results and key metrics to fluctuate include seasonal variations in customer purchasing patterns, the ability to retain and/or increase sales to existing customers, attracting new customers, the addition or loss of large customers, the timing of revenue recognition, the amount and timing of billings, operating expenses and capital expenditures, the length of sales cycles, and significant security breaches or technical difficulties.", 'gt_context': "Altair Engineering Inc.'s quarterly results may fluctuate significantly and may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s quarterly results of operations and Altair Engineering Inc.'s key metrics, including Billings, Adjusted EBITDA and Free Cash Flow, may vary significantly in the future and seasonally. Many customers make purchase decisions based on their fiscal year budgets, which often coincide with the calendar year. These seasonal trends materially affect Altair Engineering Inc.'s financial results, as license fees become due at the time the license term commences based upon agreed payment terms that customers may not adhere to. As a result, new and renewal licenses have been concentrated in the first and fourth quarter of the year, and Altair Engineering Inc.'s cash flows from operations have been highest late in the first quarter and early in the second quarter of the succeeding fiscal year. Period-to-period comparisons of Altair Engineering Inc.'s operating results may not be meaningful. The results of any one quarter should not be relied upon as an indication of future performance. Altair Engineering Inc.'s quarterly financial results and key metrics may fluctuate as a result of a variety of factors including:\n•\nseasonal variations in customer purchasing patterns;\n•\nAltair Engineering Inc.'s ability to retain and/or increase sales to existing customers at various times;\n•\nAltair Engineering Inc.'s ability to attract new customers;\n•\nthe addition or loss of large customers, including through their acquisitions or industry consolidations;\n•\nthe timing of recognition of revenues;\n•\nthe amount and timing of billings;\n•\nthe amount and timing of operating expenses and capital expenditures;\n•\nthe length of sales cycles;\n•\nsignificant security breaches, technical difficulties or unforeseen interruptions to the functionality of Altair Engineering Inc.'s software;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is one of the most significant risks for Altair Engineering Inc. related to its software usage?', 'gt_answer': 'One of the most significant risks for Altair Engineering Inc. is the potential failure to increase the number of customers or users and/or application usage among existing users of its software and the software of its APA partners, which could adversely affect its ability to license additional software and harm its operating results and financial condition.', 'gt_context': "•\nnumber of customers and users accessing Altair Engineering Inc.'s software;\n•\nusage of Altair Engineering Inc.'s software to address expanding design, engineering, AI, computing and analytical needs; and/or\n•\nnumber of Altair Engineering Inc.'s applications and functionalities accessed by users and customers through Altair Engineering Inc.'s licensing model.\nAltair Engineering Inc.'s future success may also depend upon the degree to which the evolution of Altair Engineering Inc.'s units licensing model is accepted by Altair Engineering Inc.'s current and potential customers.\nIn addition, through Altair Engineering Inc.'s Altair Partner Alliance, or APA, Altair Engineering Inc.'s customers have access to additional software offered by independent third parties, without the need to enter into additional license agreements.\nIf Altair Engineering Inc. fail to increase the number of customers or users and/or application usage among existing users of Altair Engineering Inc.'s software and the software of Altair Engineering Inc.'s APA partners, Altair Engineering Inc.'s ability to license additional software will be adversely affected, which would harm Altair Engineering Inc.'s operating results and financial condition.\nAltair Engineering Inc.'s ability to acquire new customers is difficult to predict because Altair Engineering Inc.'s software sales cycle can be long."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does the long sales cycle for Altair Engineering Inc.'s software impact its ability to acquire new customers?", 'gt_answer': "The long sales cycle for Altair Engineering Inc.'s software makes it difficult to predict the company's ability to acquire new customers, as it can take a significant amount of time to convert potential customers into actual users of the software.", 'gt_context': "•\nnumber of customers and users accessing Altair Engineering Inc.'s software;\n•\nusage of Altair Engineering Inc.'s software to address expanding design, engineering, AI, computing and analytical needs; and/or\n•\nnumber of Altair Engineering Inc.'s applications and functionalities accessed by users and customers through Altair Engineering Inc.'s licensing model.\nAltair Engineering Inc.'s future success may also depend upon the degree to which the evolution of Altair Engineering Inc.'s units licensing model is accepted by Altair Engineering Inc.'s current and potential customers.\nIn addition, through Altair Engineering Inc.'s Altair Partner Alliance, or APA, Altair Engineering Inc.'s customers have access to additional software offered by independent third parties, without the need to enter into additional license agreements.\nIf Altair Engineering Inc. fail to increase the number of customers or users and/or application usage among existing users of Altair Engineering Inc.'s software and the software of Altair Engineering Inc.'s APA partners, Altair Engineering Inc.'s ability to license additional software will be adversely affected, which would harm Altair Engineering Inc.'s operating results and financial condition.\nAltair Engineering Inc.'s ability to acquire new customers is difficult to predict because Altair Engineering Inc.'s software sales cycle can be long."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the Altair Partner Alliance (APA) and how does it relate to Altair Engineering Inc.'s risk factors?", 'gt_answer': "The Altair Partner Alliance (APA) is a program that allows Altair Engineering Inc.'s customers to access additional software offered by independent third parties without the need to enter into additional license agreements. The success of this program is a significant risk factor for Altair Engineering Inc., as failure to increase the usage of APA software among its customers could adversely affect the company's ability to license additional software and harm its operating results and financial condition.", 'gt_context': "•\nnumber of customers and users accessing Altair Engineering Inc.'s software;\n•\nusage of Altair Engineering Inc.'s software to address expanding design, engineering, AI, computing and analytical needs; and/or\n•\nnumber of Altair Engineering Inc.'s applications and functionalities accessed by users and customers through Altair Engineering Inc.'s licensing model.\nAltair Engineering Inc.'s future success may also depend upon the degree to which the evolution of Altair Engineering Inc.'s units licensing model is accepted by Altair Engineering Inc.'s current and potential customers.\nIn addition, through Altair Engineering Inc.'s Altair Partner Alliance, or APA, Altair Engineering Inc.'s customers have access to additional software offered by independent third parties, without the need to enter into additional license agreements.\nIf Altair Engineering Inc. fail to increase the number of customers or users and/or application usage among existing users of Altair Engineering Inc.'s software and the software of Altair Engineering Inc.'s APA partners, Altair Engineering Inc.'s ability to license additional software will be adversely affected, which would harm Altair Engineering Inc.'s operating results and financial condition.\nAltair Engineering Inc.'s ability to acquire new customers is difficult to predict because Altair Engineering Inc.'s software sales cycle can be long."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the potential risks associated with Altair Engineering Inc.'s indebtedness, particularly in relation to its Convertible Notes?", 'gt_answer': "The risks associated with Altair Engineering Inc.'s indebtedness include the effective subordination of its Convertible Notes to secured debt and to its subsidiaries' liabilities, potential future debt service obligations, limitations on the ability to pay cash upon conversion of the Convertible Notes, the dilutive impact of issuing Class A Common Stock upon such conversions, the potential for the Convertible Notes to become convertible sooner than the mandatory convertibility date, the accounting method applicable for convertible debt securities, and the impact of operating and financial covenants in loan agreements.", 'gt_context': "•\nthe impact of antitakeover provisions in Altair Engineering Inc.'s governing documents and under Delaware law.\nRisks relating to Altair Engineering Inc.'s indebtedness, including risks relating to:\n•\nthe effective subordination of Altair Engineering Inc.'s Convertible Notes to Altair Engineering Inc.'s secured debt and to Altair Engineering Inc.'s subsidiaries’ liabilities;\n•\nthe impact of Altair Engineering Inc.'s organizational structure, pursuant to which a substantial portion of Altair Engineering Inc.'s operations are conducted through, and a substantial portion of Altair Engineering Inc.'s assets are held by, Altair Engineering Inc.'s subsidiaries;\n•\nAltair Engineering Inc.'s current debt service obligations and potential future debt service obligations;\n•\nlimitations on Altair Engineering Inc.'s ability to pay cash in whole or in part upon conversion of Altair Engineering Inc.'s Convertible Notes;\n•\nthe dilutive impact of issuing Altair Engineering Inc.'s Class A Common Stock upon such conversions;\n•\nthe potential that Altair Engineering Inc.'s Convertible Notes may become convertible sooner than the mandatory convertibility date as a result of increases in the market price of Altair Engineering Inc.'s Class A Common Stock;\n•\nthe accounting method applicable for convertible debt securities; and\n•\nthe impact of operating and financial covenants in Altair Engineering Inc.'s loan agreements.\nGeneral risks, including risks relating to:\n•\nAltair Engineering Inc.'s ability to attract and retain key personnel;\n•\nany need Altair Engineering Inc. may have to raise additional capital;\n•\nthe difficulties associated with predicting Altair Engineering Inc.'s growth;\n•\nbusiness interruptions; and\n•\nthe impact of potential changes in accounting principles.\nRisks relating to Altair Engineering Inc.'s business and industry"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc.'s organizational structure impact its risk profile?", 'gt_answer': "Altair Engineering Inc.'s organizational structure, where a substantial portion of its operations are conducted through and a substantial portion of its assets are held by its subsidiaries, impacts its risk profile by potentially subordinating its Convertible Notes to its subsidiaries' liabilities.", 'gt_context': "•\nthe impact of antitakeover provisions in Altair Engineering Inc.'s governing documents and under Delaware law.\nRisks relating to Altair Engineering Inc.'s indebtedness, including risks relating to:\n•\nthe effective subordination of Altair Engineering Inc.'s Convertible Notes to Altair Engineering Inc.'s secured debt and to Altair Engineering Inc.'s subsidiaries’ liabilities;\n•\nthe impact of Altair Engineering Inc.'s organizational structure, pursuant to which a substantial portion of Altair Engineering Inc.'s operations are conducted through, and a substantial portion of Altair Engineering Inc.'s assets are held by, Altair Engineering Inc.'s subsidiaries;\n•\nAltair Engineering Inc.'s current debt service obligations and potential future debt service obligations;\n•\nlimitations on Altair Engineering Inc.'s ability to pay cash in whole or in part upon conversion of Altair Engineering Inc.'s Convertible Notes;\n•\nthe dilutive impact of issuing Altair Engineering Inc.'s Class A Common Stock upon such conversions;\n•\nthe potential that Altair Engineering Inc.'s Convertible Notes may become convertible sooner than the mandatory convertibility date as a result of increases in the market price of Altair Engineering Inc.'s Class A Common Stock;\n•\nthe accounting method applicable for convertible debt securities; and\n•\nthe impact of operating and financial covenants in Altair Engineering Inc.'s loan agreements.\nGeneral risks, including risks relating to:\n•\nAltair Engineering Inc.'s ability to attract and retain key personnel;\n•\nany need Altair Engineering Inc. may have to raise additional capital;\n•\nthe difficulties associated with predicting Altair Engineering Inc.'s growth;\n•\nbusiness interruptions; and\n•\nthe impact of potential changes in accounting principles.\nRisks relating to Altair Engineering Inc.'s business and industry"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the general risks that Altair Engineering Inc. faces, and how might these impact its business operations?', 'gt_answer': 'General risks faced by Altair Engineering Inc. include the ability to attract and retain key personnel, the potential need to raise additional capital, difficulties in predicting growth, business interruptions, and the impact of potential changes in accounting principles. These risks could impact its business operations by affecting its ability to execute its business strategy, maintain financial stability, and adapt to changing market conditions.', 'gt_context': "•\nthe impact of antitakeover provisions in Altair Engineering Inc.'s governing documents and under Delaware law.\nRisks relating to Altair Engineering Inc.'s indebtedness, including risks relating to:\n•\nthe effective subordination of Altair Engineering Inc.'s Convertible Notes to Altair Engineering Inc.'s secured debt and to Altair Engineering Inc.'s subsidiaries’ liabilities;\n•\nthe impact of Altair Engineering Inc.'s organizational structure, pursuant to which a substantial portion of Altair Engineering Inc.'s operations are conducted through, and a substantial portion of Altair Engineering Inc.'s assets are held by, Altair Engineering Inc.'s subsidiaries;\n•\nAltair Engineering Inc.'s current debt service obligations and potential future debt service obligations;\n•\nlimitations on Altair Engineering Inc.'s ability to pay cash in whole or in part upon conversion of Altair Engineering Inc.'s Convertible Notes;\n•\nthe dilutive impact of issuing Altair Engineering Inc.'s Class A Common Stock upon such conversions;\n•\nthe potential that Altair Engineering Inc.'s Convertible Notes may become convertible sooner than the mandatory convertibility date as a result of increases in the market price of Altair Engineering Inc.'s Class A Common Stock;\n•\nthe accounting method applicable for convertible debt securities; and\n•\nthe impact of operating and financial covenants in Altair Engineering Inc.'s loan agreements.\nGeneral risks, including risks relating to:\n•\nAltair Engineering Inc.'s ability to attract and retain key personnel;\n•\nany need Altair Engineering Inc. may have to raise additional capital;\n•\nthe difficulties associated with predicting Altair Engineering Inc.'s growth;\n•\nbusiness interruptions; and\n•\nthe impact of potential changes in accounting principles.\nRisks relating to Altair Engineering Inc.'s business and industry"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s software licensing model?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s software licensing model is its dependence on the performance of distributors and resellers. If these distributors and resellers are unable to successfully adjust their sales methods to support Altair Engineering Inc.'s annual recurring licensing model, or become unstable, financially insolvent, or otherwise do not perform as expected, Altair Engineering Inc.'s revenue growth derived from the distributor and reseller channels could be negatively impacted.", 'gt_context': "Licensing of Altair Engineering Inc.'s software is dependent, in part, on performance of Altair Engineering Inc.'s distributors and resellers.\nAltair Engineering Inc. have historically licensed Altair Engineering Inc.'s software primarily through Altair Engineering Inc.'s direct sales force. Altair Engineering Inc. have enhanced Altair Engineering Inc.'s units licensing model such that it is able to be licensed through a network of distributors and resellers. If these distributors and resellers are unable to successfully adjust their sales methods to support Altair Engineering Inc.'s annual recurring licensing model, or become unstable, financially insolvent, or otherwise do not perform as Altair Engineering Inc. expect, Altair Engineering Inc.'s revenue growth derived from the distributor and reseller channels could be negatively impacted.\nIf Altair Engineering Inc. fail to adapt to technology changes Altair Engineering Inc.'s software may become less marketable, less competitive, or obsolete.\nAltair Engineering Inc.'s success depends in part on Altair Engineering Inc.'s ability to:\n•\nanticipate customer needs;\n•\nforesee changes in technology, including to cloud-enabled hardware, software, networking, browser and database technologies;\n•\ndifferentiate Altair Engineering Inc.'s software;\n•\nmaintain operability of Altair Engineering Inc.'s software with changing technology standards; and\n•\ndevelop or acquire additional or complementary technologies.\nAltair Engineering Inc. may not be able to develop or market new or enhanced software in a timely manner, which could result in Altair Engineering Inc.'s software becoming less marketable, less competitive, or obsolete.\nAltair Engineering Inc. believe Altair Engineering Inc.'s long-term value as a company will be greater if Altair Engineering Inc. focus on growth, which may negatively impact Altair Engineering Inc.'s profitability in the near term."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the key challenges Altair Engineering Inc. faces in maintaining the marketability and competitiveness of its software?', 'gt_answer': "Altair Engineering Inc. faces several key challenges in maintaining the marketability and competitiveness of its software, including the need to anticipate customer needs, foresee changes in technology, differentiate its software, maintain operability with changing technology standards, and develop or acquire additional or complementary technologies. Failure to adapt to technology changes could result in Altair Engineering Inc.'s software becoming less marketable, less competitive, or obsolete.", 'gt_context': "Licensing of Altair Engineering Inc.'s software is dependent, in part, on performance of Altair Engineering Inc.'s distributors and resellers.\nAltair Engineering Inc. have historically licensed Altair Engineering Inc.'s software primarily through Altair Engineering Inc.'s direct sales force. Altair Engineering Inc. have enhanced Altair Engineering Inc.'s units licensing model such that it is able to be licensed through a network of distributors and resellers. If these distributors and resellers are unable to successfully adjust their sales methods to support Altair Engineering Inc.'s annual recurring licensing model, or become unstable, financially insolvent, or otherwise do not perform as Altair Engineering Inc. expect, Altair Engineering Inc.'s revenue growth derived from the distributor and reseller channels could be negatively impacted.\nIf Altair Engineering Inc. fail to adapt to technology changes Altair Engineering Inc.'s software may become less marketable, less competitive, or obsolete.\nAltair Engineering Inc.'s success depends in part on Altair Engineering Inc.'s ability to:\n•\nanticipate customer needs;\n•\nforesee changes in technology, including to cloud-enabled hardware, software, networking, browser and database technologies;\n•\ndifferentiate Altair Engineering Inc.'s software;\n•\nmaintain operability of Altair Engineering Inc.'s software with changing technology standards; and\n•\ndevelop or acquire additional or complementary technologies.\nAltair Engineering Inc. may not be able to develop or market new or enhanced software in a timely manner, which could result in Altair Engineering Inc.'s software becoming less marketable, less competitive, or obsolete.\nAltair Engineering Inc. believe Altair Engineering Inc.'s long-term value as a company will be greater if Altair Engineering Inc. focus on growth, which may negatively impact Altair Engineering Inc.'s profitability in the near term."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc.'s focus on growth impact its profitability in the near term?", 'gt_answer': "Altair Engineering Inc.'s focus on growth may negatively impact its profitability in the near term. The company believes that its long-term value will be greater if it focuses on growth, which may require investments in research and development, sales and marketing, and other areas that could reduce profitability in the short term.", 'gt_context': "Licensing of Altair Engineering Inc.'s software is dependent, in part, on performance of Altair Engineering Inc.'s distributors and resellers.\nAltair Engineering Inc. have historically licensed Altair Engineering Inc.'s software primarily through Altair Engineering Inc.'s direct sales force. Altair Engineering Inc. have enhanced Altair Engineering Inc.'s units licensing model such that it is able to be licensed through a network of distributors and resellers. If these distributors and resellers are unable to successfully adjust their sales methods to support Altair Engineering Inc.'s annual recurring licensing model, or become unstable, financially insolvent, or otherwise do not perform as Altair Engineering Inc. expect, Altair Engineering Inc.'s revenue growth derived from the distributor and reseller channels could be negatively impacted.\nIf Altair Engineering Inc. fail to adapt to technology changes Altair Engineering Inc.'s software may become less marketable, less competitive, or obsolete.\nAltair Engineering Inc.'s success depends in part on Altair Engineering Inc.'s ability to:\n•\nanticipate customer needs;\n•\nforesee changes in technology, including to cloud-enabled hardware, software, networking, browser and database technologies;\n•\ndifferentiate Altair Engineering Inc.'s software;\n•\nmaintain operability of Altair Engineering Inc.'s software with changing technology standards; and\n•\ndevelop or acquire additional or complementary technologies.\nAltair Engineering Inc. may not be able to develop or market new or enhanced software in a timely manner, which could result in Altair Engineering Inc.'s software becoming less marketable, less competitive, or obsolete.\nAltair Engineering Inc. believe Altair Engineering Inc.'s long-term value as a company will be greater if Altair Engineering Inc. focus on growth, which may negatively impact Altair Engineering Inc.'s profitability in the near term."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with investing in Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The primary risk associated with investing in Altair Engineering Inc.'s Class A common stock is the high degree of risk involved, which could seriously harm Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, and future prospects.", 'gt_context': "Item 1A. Risk Factors\nAn investment in Altair Engineering Inc.'s Class A common stock involves a high degree of risk. You should carefully consider the risks and uncertainties described below, together with all the other information in this Annual Report on Form 10-K, including “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and the consolidated financial statements and the related notes. If any of the following risks actually occurs, Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, and future prospects could be seriously harmed. Unless otherwise indicated, references to Altair Engineering Inc.'s business being seriously harmed in these risk factors will include harm to Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, liquidity and future prospects.\nSUMMARY\nThe following summarizes key risks and uncertainties that could materially adversely affect Altair Engineering Inc.. You should read this summary together with the more detailed description of each risk factor contained below.\nRisks relating to Altair Engineering Inc.'s business and industry, including risks relating to:\n•\nthe sustainability of Altair Engineering Inc.'s revenue growth rate and the impact of Altair Engineering Inc.'s revenue mix;\n•\nthe sustainability of Altair Engineering Inc.'s culture of innovation, teamwork and communications;\n•\nAltair Engineering Inc.'s ability to expand the usage of Altair Engineering Inc.'s software by existing customers;\n•\nAltair Engineering Inc.'s ability to introduce Altair Engineering Inc.'s software to new customers;\n•\nthe length of Altair Engineering Inc.'s sales cycle;\n•\nAltair Engineering Inc.'s customers’ ability and plans to spend on product design and development;\n•\nAltair Engineering Inc.'s customers’ software license renewal rates;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the key risks related to Altair Engineering Inc.'s business and industry?", 'gt_answer': "The key risks related to Altair Engineering Inc.'s business and industry include the sustainability of Altair Engineering Inc.'s revenue growth rate and revenue mix, the sustainability of Altair Engineering Inc.'s culture of innovation, teamwork and communications, Altair Engineering Inc.'s ability to expand the usage of Altair Engineering Inc.'s software by existing customers, Altair Engineering Inc.'s ability to introduce Altair Engineering Inc.'s software to new customers, the length of Altair Engineering Inc.'s sales cycle, Altair Engineering Inc.'s customers’ ability and plans to spend on product design and development, and Altair Engineering Inc.'s customers’ software license renewal rates.", 'gt_context': "Item 1A. Risk Factors\nAn investment in Altair Engineering Inc.'s Class A common stock involves a high degree of risk. You should carefully consider the risks and uncertainties described below, together with all the other information in this Annual Report on Form 10-K, including “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and the consolidated financial statements and the related notes. If any of the following risks actually occurs, Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, and future prospects could be seriously harmed. Unless otherwise indicated, references to Altair Engineering Inc.'s business being seriously harmed in these risk factors will include harm to Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, liquidity and future prospects.\nSUMMARY\nThe following summarizes key risks and uncertainties that could materially adversely affect Altair Engineering Inc.. You should read this summary together with the more detailed description of each risk factor contained below.\nRisks relating to Altair Engineering Inc.'s business and industry, including risks relating to:\n•\nthe sustainability of Altair Engineering Inc.'s revenue growth rate and the impact of Altair Engineering Inc.'s revenue mix;\n•\nthe sustainability of Altair Engineering Inc.'s culture of innovation, teamwork and communications;\n•\nAltair Engineering Inc.'s ability to expand the usage of Altair Engineering Inc.'s software by existing customers;\n•\nAltair Engineering Inc.'s ability to introduce Altair Engineering Inc.'s software to new customers;\n•\nthe length of Altair Engineering Inc.'s sales cycle;\n•\nAltair Engineering Inc.'s customers’ ability and plans to spend on product design and development;\n•\nAltair Engineering Inc.'s customers’ software license renewal rates;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could Altair Engineering Inc.'s business be seriously harmed if any of the risks described in the risk factors section occur?", 'gt_answer': "If any of the risks described in the risk factors section occur, Altair Engineering Inc.'s business could be seriously harmed, including harm to Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, liquidity, and future prospects.", 'gt_context': "Item 1A. Risk Factors\nAn investment in Altair Engineering Inc.'s Class A common stock involves a high degree of risk. You should carefully consider the risks and uncertainties described below, together with all the other information in this Annual Report on Form 10-K, including “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and the consolidated financial statements and the related notes. If any of the following risks actually occurs, Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, and future prospects could be seriously harmed. Unless otherwise indicated, references to Altair Engineering Inc.'s business being seriously harmed in these risk factors will include harm to Altair Engineering Inc.'s business, reputation, financial condition, results of operations, revenue, liquidity and future prospects.\nSUMMARY\nThe following summarizes key risks and uncertainties that could materially adversely affect Altair Engineering Inc.. You should read this summary together with the more detailed description of each risk factor contained below.\nRisks relating to Altair Engineering Inc.'s business and industry, including risks relating to:\n•\nthe sustainability of Altair Engineering Inc.'s revenue growth rate and the impact of Altair Engineering Inc.'s revenue mix;\n•\nthe sustainability of Altair Engineering Inc.'s culture of innovation, teamwork and communications;\n•\nAltair Engineering Inc.'s ability to expand the usage of Altair Engineering Inc.'s software by existing customers;\n•\nAltair Engineering Inc.'s ability to introduce Altair Engineering Inc.'s software to new customers;\n•\nthe length of Altair Engineering Inc.'s sales cycle;\n•\nAltair Engineering Inc.'s customers’ ability and plans to spend on product design and development;\n•\nAltair Engineering Inc.'s customers’ software license renewal rates;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary risk factor for Altair Engineering Inc. related to the automotive industry?', 'gt_answer': "The primary risk factor for Altair Engineering Inc. related to the automotive industry is its cyclical nature and sensitivity to changes in general economic conditions, consumer preferences, and interest rates. Any weakness in demand, insolvency of a manufacturer or suppliers, or constriction of credit markets may cause Altair's automotive customers to reduce their amount of software licensed or services requested, or request discounts or extended payment terms, which may cause fluctuations or a decrease in Altair's revenues and timing of cash flows.", 'gt_context': "The automotive industry is highly cyclical in nature and sensitive to changes in general economic conditions, consumer preferences and interest rates. Any weakness in demand in this industry, the insolvency of a manufacturer or suppliers, or constriction of credit markets may cause Altair Engineering Inc.'s automotive customers to reduce their amount of software licensed or services requested or request discounts or extended payment terms, any of which may cause fluctuations or a decrease in Altair Engineering Inc.'s revenues and timing of cash flows.\nThe COVID-19 pandemic, or other potential future pandemics or events, may cause severe business interruptions either globally or regionally, that could have a negative impact on Altair Engineering Inc.'s financial results.\nIn March 2020, the World Health Organization declared the outbreak of a novel coronavirus (COVID-19) pandemic. The outbreak of the COVID-19 pandemic has significantly affected Altair Engineering Inc.'s customers, the global economy and financial markets. The full extent to which COVID-19 will impact global or regional economies will depend on future developments that are highly uncertain, especially in light of the emergence of new variants and potential for additional variants to emerge and cannot be accurately predicted. New information is likely to emerge concerning COVID-19, including information related to the development, effectiveness and roll-out of vaccines, new variants of the virus, and the actions to contain it or treat COVID-19 with uncertain economic impact on local, regional, national, and international markets. Altair Engineering Inc.'s future results of operations, financial condition and cash flows could be materially adversely affected by COVID-19, particularly if the pandemic persists for a significant amount of time causing a substantial longer-term contraction in business for Altair Engineering Inc.'s customer base, prior to eventual recovery."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How has the COVID-19 pandemic affected Altair Engineering Inc. and its financial results?', 'gt_answer': "The COVID-19 pandemic has significantly affected Altair Engineering Inc.'s customers, the global economy, and financial markets. The full extent to which COVID-19 will impact global or regional economies is highly uncertain and cannot be accurately predicted. Altair's future results of operations, financial condition, and cash flows could be materially adversely affected by COVID-19, particularly if the pandemic persists for a significant amount of time causing a substantial longer-term contraction in business for Altair's customer base, prior to eventual recovery.", 'gt_context': "The automotive industry is highly cyclical in nature and sensitive to changes in general economic conditions, consumer preferences and interest rates. Any weakness in demand in this industry, the insolvency of a manufacturer or suppliers, or constriction of credit markets may cause Altair Engineering Inc.'s automotive customers to reduce their amount of software licensed or services requested or request discounts or extended payment terms, any of which may cause fluctuations or a decrease in Altair Engineering Inc.'s revenues and timing of cash flows.\nThe COVID-19 pandemic, or other potential future pandemics or events, may cause severe business interruptions either globally or regionally, that could have a negative impact on Altair Engineering Inc.'s financial results.\nIn March 2020, the World Health Organization declared the outbreak of a novel coronavirus (COVID-19) pandemic. The outbreak of the COVID-19 pandemic has significantly affected Altair Engineering Inc.'s customers, the global economy and financial markets. The full extent to which COVID-19 will impact global or regional economies will depend on future developments that are highly uncertain, especially in light of the emergence of new variants and potential for additional variants to emerge and cannot be accurately predicted. New information is likely to emerge concerning COVID-19, including information related to the development, effectiveness and roll-out of vaccines, new variants of the virus, and the actions to contain it or treat COVID-19 with uncertain economic impact on local, regional, national, and international markets. Altair Engineering Inc.'s future results of operations, financial condition and cash flows could be materially adversely affected by COVID-19, particularly if the pandemic persists for a significant amount of time causing a substantial longer-term contraction in business for Altair Engineering Inc.'s customer base, prior to eventual recovery."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential impacts of new information related to COVID-19 on Altair Engineering Inc.?', 'gt_answer': "New information related to COVID-19, including information related to the development, effectiveness, and roll-out of vaccines, new variants of the virus, and the actions to contain it or treat COVID-19, may have uncertain economic impacts on local, regional, national, and international markets. This could potentially affect Altair Engineering Inc.'s future results of operations, financial condition, and cash flows.", 'gt_context': "The automotive industry is highly cyclical in nature and sensitive to changes in general economic conditions, consumer preferences and interest rates. Any weakness in demand in this industry, the insolvency of a manufacturer or suppliers, or constriction of credit markets may cause Altair Engineering Inc.'s automotive customers to reduce their amount of software licensed or services requested or request discounts or extended payment terms, any of which may cause fluctuations or a decrease in Altair Engineering Inc.'s revenues and timing of cash flows.\nThe COVID-19 pandemic, or other potential future pandemics or events, may cause severe business interruptions either globally or regionally, that could have a negative impact on Altair Engineering Inc.'s financial results.\nIn March 2020, the World Health Organization declared the outbreak of a novel coronavirus (COVID-19) pandemic. The outbreak of the COVID-19 pandemic has significantly affected Altair Engineering Inc.'s customers, the global economy and financial markets. The full extent to which COVID-19 will impact global or regional economies will depend on future developments that are highly uncertain, especially in light of the emergence of new variants and potential for additional variants to emerge and cannot be accurately predicted. New information is likely to emerge concerning COVID-19, including information related to the development, effectiveness and roll-out of vaccines, new variants of the virus, and the actions to contain it or treat COVID-19 with uncertain economic impact on local, regional, national, and international markets. Altair Engineering Inc.'s future results of operations, financial condition and cash flows could be materially adversely affected by COVID-19, particularly if the pandemic persists for a significant amount of time causing a substantial longer-term contraction in business for Altair Engineering Inc.'s customer base, prior to eventual recovery."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary method Altair Engineering Inc. uses to protect its intellectual property?', 'gt_answer': 'Altair Engineering Inc. primarily relies on unpatented proprietary technology and trade secrets to protect its intellectual property.', 'gt_context': "Altair Engineering Inc. primarily rely on Altair Engineering Inc.'s unpatented proprietary technology and trade secrets. Despite Altair Engineering Inc.'s efforts to protect Altair Engineering Inc.'s proprietary technology and trade secrets, unauthorized parties may attempt to misappropriate, reverse engineer or otherwise obtain and use them. The contractual provisions that Altair Engineering Inc. enter into with employees, consultants, partners, vendors and customers may not be sufficient to prevent unauthorized use or disclosure of Altair Engineering Inc.'s proprietary technology or trade secrets and may not provide an adequate remedy in the event of unauthorized use or disclosure of Altair Engineering Inc.'s proprietary technology or trade secrets.\nPolicing unauthorized use of Altair Engineering Inc.'s technologies, software and intellectual property is difficult, expensive and time-consuming, particularly in countries where the laws may not be as protective of intellectual property rights as those in the United States and where mechanisms for enforcement of intellectual property rights may be weak. Altair Engineering Inc. may be unable to detect or determine the extent of any unauthorized use or infringement of Altair Engineering Inc.'s software, technologies or intellectual property rights."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the potential threats to Altair Engineering Inc.'s proprietary technology and trade secrets?", 'gt_answer': "Unauthorized parties may attempt to misappropriate, reverse engineer, or otherwise obtain and use Altair Engineering Inc.'s proprietary technology and trade secrets.", 'gt_context': "Altair Engineering Inc. primarily rely on Altair Engineering Inc.'s unpatented proprietary technology and trade secrets. Despite Altair Engineering Inc.'s efforts to protect Altair Engineering Inc.'s proprietary technology and trade secrets, unauthorized parties may attempt to misappropriate, reverse engineer or otherwise obtain and use them. The contractual provisions that Altair Engineering Inc. enter into with employees, consultants, partners, vendors and customers may not be sufficient to prevent unauthorized use or disclosure of Altair Engineering Inc.'s proprietary technology or trade secrets and may not provide an adequate remedy in the event of unauthorized use or disclosure of Altair Engineering Inc.'s proprietary technology or trade secrets.\nPolicing unauthorized use of Altair Engineering Inc.'s technologies, software and intellectual property is difficult, expensive and time-consuming, particularly in countries where the laws may not be as protective of intellectual property rights as those in the United States and where mechanisms for enforcement of intellectual property rights may be weak. Altair Engineering Inc. may be unable to detect or determine the extent of any unauthorized use or infringement of Altair Engineering Inc.'s software, technologies or intellectual property rights."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What challenges does Altair Engineering Inc. face in enforcing its intellectual property rights, particularly in countries with weaker intellectual property protection laws?', 'gt_answer': "Policing unauthorized use of Altair Engineering Inc.'s technologies, software, and intellectual property is difficult, expensive, and time-consuming, particularly in countries where the laws may not be as protective of intellectual property rights as those in the United States and where mechanisms for enforcement of intellectual property rights may be weak.", 'gt_context': "Altair Engineering Inc. primarily rely on Altair Engineering Inc.'s unpatented proprietary technology and trade secrets. Despite Altair Engineering Inc.'s efforts to protect Altair Engineering Inc.'s proprietary technology and trade secrets, unauthorized parties may attempt to misappropriate, reverse engineer or otherwise obtain and use them. The contractual provisions that Altair Engineering Inc. enter into with employees, consultants, partners, vendors and customers may not be sufficient to prevent unauthorized use or disclosure of Altair Engineering Inc.'s proprietary technology or trade secrets and may not provide an adequate remedy in the event of unauthorized use or disclosure of Altair Engineering Inc.'s proprietary technology or trade secrets.\nPolicing unauthorized use of Altair Engineering Inc.'s technologies, software and intellectual property is difficult, expensive and time-consuming, particularly in countries where the laws may not be as protective of intellectual property rights as those in the United States and where mechanisms for enforcement of intellectual property rights may be weak. Altair Engineering Inc. may be unable to detect or determine the extent of any unauthorized use or infringement of Altair Engineering Inc.'s software, technologies or intellectual property rights."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is one of the most significant risks faced by Altair Engineering Inc. as mentioned in their 10K Item 1A 'Risk Factors'?", 'gt_answer': 'One of the most significant risks faced by Altair Engineering Inc. is the potential for intellectual property disputes, which could result in substantial costs, diversion of resources, and harm to their business and revenue.', 'gt_context': "From time to time, Altair Engineering Inc. may need to engage in litigation or other administrative proceedings to protect Altair Engineering Inc.'s intellectual property rights or to defend against allegations by third parties that Altair Engineering Inc. have infringed or misappropriated their intellectual property rights, including in connection with requests for indemnification by Altair Engineering Inc.'s customers who may face such claims. Altair Engineering Inc. have been approached and may be approached in the future by certain of Altair Engineering Inc.'s customers to indemnify them against third party intellectual property claims. Litigation and/or any requests for indemnification by Altair Engineering Inc.'s customers could result in substantial costs and diversion of resources and could negatively affect Altair Engineering Inc.'s business and revenue. If Altair Engineering Inc. are unable to protect and enforce Altair Engineering Inc.'s intellectual property rights, Altair Engineering Inc.'s business may be harmed.\nIntellectual property disputes could result in significant costs and harm Altair Engineering Inc.'s business.\nIntellectual property disputes may occur in the markets in which Altair Engineering Inc. compete. Many of Altair Engineering Inc.'s competitors are large companies with significant intellectual property portfolios, which they may use to assert claims of infringement, misappropriation or other violations of intellectual property rights against Altair Engineering Inc. or Altair Engineering Inc.'s customers. Any allegation of infringement, misappropriation or other violation of"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How might Altair Engineering Inc.'s customers be affected by intellectual property disputes involving the company?", 'gt_answer': "Altair Engineering Inc.'s customers may face claims of intellectual property infringement or misappropriation and request indemnification from the company, which could result in significant costs and harm to Altair Engineering Inc.'s business.", 'gt_context': "From time to time, Altair Engineering Inc. may need to engage in litigation or other administrative proceedings to protect Altair Engineering Inc.'s intellectual property rights or to defend against allegations by third parties that Altair Engineering Inc. have infringed or misappropriated their intellectual property rights, including in connection with requests for indemnification by Altair Engineering Inc.'s customers who may face such claims. Altair Engineering Inc. have been approached and may be approached in the future by certain of Altair Engineering Inc.'s customers to indemnify them against third party intellectual property claims. Litigation and/or any requests for indemnification by Altair Engineering Inc.'s customers could result in substantial costs and diversion of resources and could negatively affect Altair Engineering Inc.'s business and revenue. If Altair Engineering Inc. are unable to protect and enforce Altair Engineering Inc.'s intellectual property rights, Altair Engineering Inc.'s business may be harmed.\nIntellectual property disputes could result in significant costs and harm Altair Engineering Inc.'s business.\nIntellectual property disputes may occur in the markets in which Altair Engineering Inc. compete. Many of Altair Engineering Inc.'s competitors are large companies with significant intellectual property portfolios, which they may use to assert claims of infringement, misappropriation or other violations of intellectual property rights against Altair Engineering Inc. or Altair Engineering Inc.'s customers. Any allegation of infringement, misappropriation or other violation of"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could be the consequences for Altair Engineering Inc. if they are unable to protect and enforce their intellectual property rights?', 'gt_answer': 'If Altair Engineering Inc. is unable to protect and enforce their intellectual property rights, it could negatively affect their business and revenue.', 'gt_context': "From time to time, Altair Engineering Inc. may need to engage in litigation or other administrative proceedings to protect Altair Engineering Inc.'s intellectual property rights or to defend against allegations by third parties that Altair Engineering Inc. have infringed or misappropriated their intellectual property rights, including in connection with requests for indemnification by Altair Engineering Inc.'s customers who may face such claims. Altair Engineering Inc. have been approached and may be approached in the future by certain of Altair Engineering Inc.'s customers to indemnify them against third party intellectual property claims. Litigation and/or any requests for indemnification by Altair Engineering Inc.'s customers could result in substantial costs and diversion of resources and could negatively affect Altair Engineering Inc.'s business and revenue. If Altair Engineering Inc. are unable to protect and enforce Altair Engineering Inc.'s intellectual property rights, Altair Engineering Inc.'s business may be harmed.\nIntellectual property disputes could result in significant costs and harm Altair Engineering Inc.'s business.\nIntellectual property disputes may occur in the markets in which Altair Engineering Inc. compete. Many of Altair Engineering Inc.'s competitors are large companies with significant intellectual property portfolios, which they may use to assert claims of infringement, misappropriation or other violations of intellectual property rights against Altair Engineering Inc. or Altair Engineering Inc.'s customers. Any allegation of infringement, misappropriation or other violation of"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What type of security incidents could potentially harm Altair Engineering Inc.'s business?", 'gt_answer': "Security breaches or loss of system control caused by hacking, unauthorized access, or other security-related incidents could harm Altair Engineering Inc.'s business.", 'gt_context': "Altair Engineering Inc. may experience disruptions, data loss, outages and other performance problems on Altair Engineering Inc.'s systems due to service attacks, unauthorized access or other security related incidents. Any security breach or loss of system control caused by hacking, which involves efforts to gain unauthorized access to information or systems, or to cause intentional malfunctions or loss, modification or corruption of data, software, hardware or other computer equipment and the inadvertent transmission of computer malware could harm Altair Engineering Inc.'s business.\nIn addition, Altair Engineering Inc.'s software stores and transmits customers’ confidential business information in Altair Engineering Inc.'s facilities and on Altair Engineering Inc.'s equipment, networks, corporate systems and in the cloud. Security incidents could expose Altair Engineering Inc. to litigation, remediation costs, increased costs for security measures, loss of revenue, damage to Altair Engineering Inc.'s reputation and potential liability. Altair Engineering Inc.'s customer data and corporate systems and security measures may be compromised due to the actions of outside parties, employee error, malfeasance, capacity constraints, a combination of these or otherwise and, as a result, an unauthorized party may obtain access to Altair Engineering Inc.'s data or Altair Engineering Inc.'s customers’ data. Outside parties may attempt to fraudulently induce Altair Engineering Inc.'s employees to disclose sensitive information in order to gain access to Altair Engineering Inc.'s customers’ data or Altair Engineering Inc.'s information. Altair Engineering Inc. must continuously examine and modify Altair Engineering Inc.'s security controls and business policies to address new threats, the use of new devices and technologies, and these efforts may be costly or distracting."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences of a security breach for Altair Engineering Inc.?', 'gt_answer': 'A security breach could expose Altair Engineering Inc. to litigation, remediation costs, increased costs for security measures, loss of revenue, damage to their reputation, and potential liability.', 'gt_context': "Altair Engineering Inc. may experience disruptions, data loss, outages and other performance problems on Altair Engineering Inc.'s systems due to service attacks, unauthorized access or other security related incidents. Any security breach or loss of system control caused by hacking, which involves efforts to gain unauthorized access to information or systems, or to cause intentional malfunctions or loss, modification or corruption of data, software, hardware or other computer equipment and the inadvertent transmission of computer malware could harm Altair Engineering Inc.'s business.\nIn addition, Altair Engineering Inc.'s software stores and transmits customers’ confidential business information in Altair Engineering Inc.'s facilities and on Altair Engineering Inc.'s equipment, networks, corporate systems and in the cloud. Security incidents could expose Altair Engineering Inc. to litigation, remediation costs, increased costs for security measures, loss of revenue, damage to Altair Engineering Inc.'s reputation and potential liability. Altair Engineering Inc.'s customer data and corporate systems and security measures may be compromised due to the actions of outside parties, employee error, malfeasance, capacity constraints, a combination of these or otherwise and, as a result, an unauthorized party may obtain access to Altair Engineering Inc.'s data or Altair Engineering Inc.'s customers’ data. Outside parties may attempt to fraudulently induce Altair Engineering Inc.'s employees to disclose sensitive information in order to gain access to Altair Engineering Inc.'s customers’ data or Altair Engineering Inc.'s information. Altair Engineering Inc. must continuously examine and modify Altair Engineering Inc.'s security controls and business policies to address new threats, the use of new devices and technologies, and these efforts may be costly or distracting."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How might Altair Engineering Inc.'s customer data and corporate systems be compromised?", 'gt_answer': "Altair Engineering Inc.'s customer data and corporate systems could be compromised due to the actions of outside parties, employee error, malfeasance, capacity constraints, or a combination of these factors, potentially allowing an unauthorized party to gain access to their data or their customers' data.", 'gt_context': "Altair Engineering Inc. may experience disruptions, data loss, outages and other performance problems on Altair Engineering Inc.'s systems due to service attacks, unauthorized access or other security related incidents. Any security breach or loss of system control caused by hacking, which involves efforts to gain unauthorized access to information or systems, or to cause intentional malfunctions or loss, modification or corruption of data, software, hardware or other computer equipment and the inadvertent transmission of computer malware could harm Altair Engineering Inc.'s business.\nIn addition, Altair Engineering Inc.'s software stores and transmits customers’ confidential business information in Altair Engineering Inc.'s facilities and on Altair Engineering Inc.'s equipment, networks, corporate systems and in the cloud. Security incidents could expose Altair Engineering Inc. to litigation, remediation costs, increased costs for security measures, loss of revenue, damage to Altair Engineering Inc.'s reputation and potential liability. Altair Engineering Inc.'s customer data and corporate systems and security measures may be compromised due to the actions of outside parties, employee error, malfeasance, capacity constraints, a combination of these or otherwise and, as a result, an unauthorized party may obtain access to Altair Engineering Inc.'s data or Altair Engineering Inc.'s customers’ data. Outside parties may attempt to fraudulently induce Altair Engineering Inc.'s employees to disclose sensitive information in order to gain access to Altair Engineering Inc.'s customers’ data or Altair Engineering Inc.'s information. Altair Engineering Inc. must continuously examine and modify Altair Engineering Inc.'s security controls and business policies to address new threats, the use of new devices and technologies, and these efforts may be costly or distracting."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What type of technology does Altair Engineering Inc. incorporate into their software that is subject to import and export regulations?', 'gt_answer': 'Encryption technology.', 'gt_context': "Altair Engineering Inc. incorporate encryption technology into portions of Altair Engineering Inc.'s software. Various countries regulate the import of certain encryption technology, including through import permitting and licensing requirements, and have enacted laws that could limit Altair Engineering Inc.'s ability to distribute Altair Engineering Inc.'s software or could limit Altair Engineering Inc.'s customers’ ability to implement Altair Engineering Inc.'s software in those countries. Encrypted software and the underlying technology may also be subject to export control restrictions. Governmental regulation of encryption technology and regulation of imports or exports of encryption products, or Altair Engineering Inc.'s failure to obtain required import or export approval for Altair Engineering Inc.'s software, when applicable, could harm Altair Engineering Inc.'s international sales and adversely affect Altair Engineering Inc.'s revenue. Compliance with applicable regulatory requirements regarding the export of Altair Engineering Inc.'s software, including with respect to new releases of Altair Engineering Inc.'s software, may create delays in the introduction of Altair Engineering Inc.'s software in international markets, prevent Altair Engineering Inc.'s customers with international operations from deploying Altair Engineering Inc.'s software throughout their globally-distributed systems or, in some cases, prevent the export of Altair Engineering Inc.'s software to some countries altogether."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could governmental regulation of encryption technology and import/export restrictions impact Altair Engineering Inc.'s international sales?", 'gt_answer': "It could harm Altair Engineering Inc.'s international sales and adversely affect their revenue.", 'gt_context': "Altair Engineering Inc. incorporate encryption technology into portions of Altair Engineering Inc.'s software. Various countries regulate the import of certain encryption technology, including through import permitting and licensing requirements, and have enacted laws that could limit Altair Engineering Inc.'s ability to distribute Altair Engineering Inc.'s software or could limit Altair Engineering Inc.'s customers’ ability to implement Altair Engineering Inc.'s software in those countries. Encrypted software and the underlying technology may also be subject to export control restrictions. Governmental regulation of encryption technology and regulation of imports or exports of encryption products, or Altair Engineering Inc.'s failure to obtain required import or export approval for Altair Engineering Inc.'s software, when applicable, could harm Altair Engineering Inc.'s international sales and adversely affect Altair Engineering Inc.'s revenue. Compliance with applicable regulatory requirements regarding the export of Altair Engineering Inc.'s software, including with respect to new releases of Altair Engineering Inc.'s software, may create delays in the introduction of Altair Engineering Inc.'s software in international markets, prevent Altair Engineering Inc.'s customers with international operations from deploying Altair Engineering Inc.'s software throughout their globally-distributed systems or, in some cases, prevent the export of Altair Engineering Inc.'s software to some countries altogether."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What specific effects could compliance with regulatory requirements regarding the export of Altair Engineering Inc.'s software have on the company's operations?", 'gt_answer': 'It could create delays in the introduction of their software in international markets, prevent customers with international operations from deploying the software throughout their globally-distributed systems, or, in some cases, prevent the export of the software to some countries altogether.', 'gt_context': "Altair Engineering Inc. incorporate encryption technology into portions of Altair Engineering Inc.'s software. Various countries regulate the import of certain encryption technology, including through import permitting and licensing requirements, and have enacted laws that could limit Altair Engineering Inc.'s ability to distribute Altair Engineering Inc.'s software or could limit Altair Engineering Inc.'s customers’ ability to implement Altair Engineering Inc.'s software in those countries. Encrypted software and the underlying technology may also be subject to export control restrictions. Governmental regulation of encryption technology and regulation of imports or exports of encryption products, or Altair Engineering Inc.'s failure to obtain required import or export approval for Altair Engineering Inc.'s software, when applicable, could harm Altair Engineering Inc.'s international sales and adversely affect Altair Engineering Inc.'s revenue. Compliance with applicable regulatory requirements regarding the export of Altair Engineering Inc.'s software, including with respect to new releases of Altair Engineering Inc.'s software, may create delays in the introduction of Altair Engineering Inc.'s software in international markets, prevent Altair Engineering Inc.'s customers with international operations from deploying Altair Engineering Inc.'s software throughout their globally-distributed systems or, in some cases, prevent the export of Altair Engineering Inc.'s software to some countries altogether."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with the complexity of Altair Engineering Inc.'s software?", 'gt_answer': "The primary risk associated with the complexity of Altair Engineering Inc.'s software is the potential for undetected or perceived bugs, defects, errors, or failures, which could lead to lost or delayed market acceptance, delays in payment, injury to reputation, diversion of resources, loss of competitive position, claims by customers for losses sustained, breach of contract claims, increased customer support expenses, and increased insurance costs.", 'gt_context': "Altair Engineering Inc.'s software is complex and, despite extensive testing and quality control, may contain undetected or perceived bugs, defects, errors, or failures. From time to time Altair Engineering Inc. have found defects or errors in Altair Engineering Inc.'s software and Altair Engineering Inc. may discover additional defects in the future. Altair Engineering Inc. may not find defects or errors in new or enhanced software before release and these defects or errors may not be discovered by Altair Engineering Inc. or Altair Engineering Inc.'s customers until after they have used the software. Altair Engineering Inc. have in the past issued, and may in the future need to issue, corrective releases or updates of Altair Engineering Inc.'s software to remedy bugs, defects and errors or failures. The occurrence of any real or perceived bugs, defects, errors, or failures could result in:\n•\nlost or delayed market acceptance of Altair Engineering Inc.'s software;\n•\ndelays in payment to Altair Engineering Inc. by customers;\n•\ninjury to Altair Engineering Inc.'s reputation;\n•\ndiversion of Altair Engineering Inc.'s resources;\n•\nloss of competitive position;\n•\nclaims by customers for losses sustained by them;\n•\nbreach of contract claims or related liabilities;\n•\nincreased customer support expenses or financial concessions; and\n•\nincreased insurance costs.\nAny of these problems could harm Altair Engineering Inc.'s business.\nFailure to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights could substantially harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could be the consequences if Altair Engineering Inc. fails to protect and enforce its proprietary technology and intellectual property rights?', 'gt_answer': "Failure to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights could result in the loss of competitive advantage, unauthorized use or disclosure of trade secrets, and potential legal disputes, which could substantially harm Altair Engineering Inc.'s business.", 'gt_context': "Altair Engineering Inc.'s software is complex and, despite extensive testing and quality control, may contain undetected or perceived bugs, defects, errors, or failures. From time to time Altair Engineering Inc. have found defects or errors in Altair Engineering Inc.'s software and Altair Engineering Inc. may discover additional defects in the future. Altair Engineering Inc. may not find defects or errors in new or enhanced software before release and these defects or errors may not be discovered by Altair Engineering Inc. or Altair Engineering Inc.'s customers until after they have used the software. Altair Engineering Inc. have in the past issued, and may in the future need to issue, corrective releases or updates of Altair Engineering Inc.'s software to remedy bugs, defects and errors or failures. The occurrence of any real or perceived bugs, defects, errors, or failures could result in:\n•\nlost or delayed market acceptance of Altair Engineering Inc.'s software;\n•\ndelays in payment to Altair Engineering Inc. by customers;\n•\ninjury to Altair Engineering Inc.'s reputation;\n•\ndiversion of Altair Engineering Inc.'s resources;\n•\nloss of competitive position;\n•\nclaims by customers for losses sustained by them;\n•\nbreach of contract claims or related liabilities;\n•\nincreased customer support expenses or financial concessions; and\n•\nincreased insurance costs.\nAny of these problems could harm Altair Engineering Inc.'s business.\nFailure to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights could substantially harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How does Altair Engineering Inc. address the risk of software defects or errors?', 'gt_answer': 'Altair Engineering Inc. addresses the risk of software defects or errors by issuing corrective releases or updates to remedy bugs, defects, and errors or failures. However, the company acknowledges that it may not find all defects or errors before release, and some may only be discovered by customers after using the software.', 'gt_context': "Altair Engineering Inc.'s software is complex and, despite extensive testing and quality control, may contain undetected or perceived bugs, defects, errors, or failures. From time to time Altair Engineering Inc. have found defects or errors in Altair Engineering Inc.'s software and Altair Engineering Inc. may discover additional defects in the future. Altair Engineering Inc. may not find defects or errors in new or enhanced software before release and these defects or errors may not be discovered by Altair Engineering Inc. or Altair Engineering Inc.'s customers until after they have used the software. Altair Engineering Inc. have in the past issued, and may in the future need to issue, corrective releases or updates of Altair Engineering Inc.'s software to remedy bugs, defects and errors or failures. The occurrence of any real or perceived bugs, defects, errors, or failures could result in:\n•\nlost or delayed market acceptance of Altair Engineering Inc.'s software;\n•\ndelays in payment to Altair Engineering Inc. by customers;\n•\ninjury to Altair Engineering Inc.'s reputation;\n•\ndiversion of Altair Engineering Inc.'s resources;\n•\nloss of competitive position;\n•\nclaims by customers for losses sustained by them;\n•\nbreach of contract claims or related liabilities;\n•\nincreased customer support expenses or financial concessions; and\n•\nincreased insurance costs.\nAny of these problems could harm Altair Engineering Inc.'s business.\nFailure to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights could substantially harm Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What type of risk is mentioned in the context that could potentially harm Altair Engineering Inc.'s reputation?", 'gt_answer': 'An actual or perceived infringement of the Regulations.', 'gt_context': "and damage to Altair Engineering Inc.'s reputation in the event of an actual or perceived infringement of the Regulations, such an infringement may have an adverse effect on Altair Engineering Inc.'s business and operations."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could be the potential impact on Altair Engineering Inc.'s business and operations if an infringement of the Regulations occurs?", 'gt_answer': 'An adverse effect.', 'gt_context': "and damage to Altair Engineering Inc.'s reputation in the event of an actual or perceived infringement of the Regulations, such an infringement may have an adverse effect on Altair Engineering Inc.'s business and operations."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'In which section of the 10K filing is the information about the most significant risks that apply to Altair Engineering Inc. or its securities typically found?', 'gt_answer': "Item 1A 'Risk Factors'.", 'gt_context': "and damage to Altair Engineering Inc.'s reputation in the event of an actual or perceived infringement of the Regulations, such an infringement may have an adverse effect on Altair Engineering Inc.'s business and operations."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary risk factor for Altair Engineering Inc. in protecting its intellectual property rights?', 'gt_answer': 'The primary risk factor for Altair Engineering Inc. in protecting its intellectual property rights is the potential inability to enforce its rights or detect unauthorized use of its intellectual property, as well as the possibility of unauthorized third parties copying its technology and using proprietary information to create competing products and services.', 'gt_context': "The success of Altair Engineering Inc.'s business depends, in part, on Altair Engineering Inc.'s ability to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights, including Altair Engineering Inc.'s trade secrets, patents, trademarks, copyrights, and other intellectual property. Altair Engineering Inc. attempt to protect Altair Engineering Inc.'s intellectual property under trade secret, patent, trademark, and copyright laws. Despite Altair Engineering Inc.'s efforts, Altair Engineering Inc. may not be able to protect Altair Engineering Inc.'s proprietary technology and intellectual property rights, if Altair Engineering Inc. are unable to enforce Altair Engineering Inc.'s rights or if Altair Engineering Inc. do not detect unauthorized use of Altair Engineering Inc.'s intellectual property. It may be possible for unauthorized third parties to copy Altair Engineering Inc.'s technology and use information that Altair Engineering Inc. regard as proprietary to create products and services that compete with ours. Provisions in Altair Engineering Inc.'s licenses protect against unauthorized use, copying, transfer and disclosure of Altair Engineering Inc.'s technology, but such provisions may be difficult to enforce or are unenforceable under the laws of certain jurisdictions and countries. The laws of some countries do not protect proprietary rights to the same extent as the laws of the United States. Altair Engineering Inc.'s international activities expose Altair Engineering Inc. to unauthorized copying and use of Altair Engineering Inc.'s technology and proprietary information."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does the international nature of Altair Engineering Inc.'s business affect its ability to protect its intellectual property rights?", 'gt_answer': "The international nature of Altair Engineering Inc.'s business exposes the company to unauthorized copying and use of its technology and proprietary information, as the laws of some countries do not protect proprietary rights to the same extent as the laws of the United States.", 'gt_context': "The success of Altair Engineering Inc.'s business depends, in part, on Altair Engineering Inc.'s ability to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights, including Altair Engineering Inc.'s trade secrets, patents, trademarks, copyrights, and other intellectual property. Altair Engineering Inc. attempt to protect Altair Engineering Inc.'s intellectual property under trade secret, patent, trademark, and copyright laws. Despite Altair Engineering Inc.'s efforts, Altair Engineering Inc. may not be able to protect Altair Engineering Inc.'s proprietary technology and intellectual property rights, if Altair Engineering Inc. are unable to enforce Altair Engineering Inc.'s rights or if Altair Engineering Inc. do not detect unauthorized use of Altair Engineering Inc.'s intellectual property. It may be possible for unauthorized third parties to copy Altair Engineering Inc.'s technology and use information that Altair Engineering Inc. regard as proprietary to create products and services that compete with ours. Provisions in Altair Engineering Inc.'s licenses protect against unauthorized use, copying, transfer and disclosure of Altair Engineering Inc.'s technology, but such provisions may be difficult to enforce or are unenforceable under the laws of certain jurisdictions and countries. The laws of some countries do not protect proprietary rights to the same extent as the laws of the United States. Altair Engineering Inc.'s international activities expose Altair Engineering Inc. to unauthorized copying and use of Altair Engineering Inc.'s technology and proprietary information."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What measures does Altair Engineering Inc. take to protect its intellectual property rights, and what limitations do these measures have?', 'gt_answer': 'Altair Engineering Inc. attempts to protect its intellectual property under trade secret, patent, trademark, and copyright laws, and includes provisions in its licenses to protect against unauthorized use, copying, transfer, and disclosure of its technology. However, these provisions may be difficult to enforce or unenforceable under the laws of certain jurisdictions and countries.', 'gt_context': "The success of Altair Engineering Inc.'s business depends, in part, on Altair Engineering Inc.'s ability to protect and enforce Altair Engineering Inc.'s proprietary technology and intellectual property rights, including Altair Engineering Inc.'s trade secrets, patents, trademarks, copyrights, and other intellectual property. Altair Engineering Inc. attempt to protect Altair Engineering Inc.'s intellectual property under trade secret, patent, trademark, and copyright laws. Despite Altair Engineering Inc.'s efforts, Altair Engineering Inc. may not be able to protect Altair Engineering Inc.'s proprietary technology and intellectual property rights, if Altair Engineering Inc. are unable to enforce Altair Engineering Inc.'s rights or if Altair Engineering Inc. do not detect unauthorized use of Altair Engineering Inc.'s intellectual property. It may be possible for unauthorized third parties to copy Altair Engineering Inc.'s technology and use information that Altair Engineering Inc. regard as proprietary to create products and services that compete with ours. Provisions in Altair Engineering Inc.'s licenses protect against unauthorized use, copying, transfer and disclosure of Altair Engineering Inc.'s technology, but such provisions may be difficult to enforce or are unenforceable under the laws of certain jurisdictions and countries. The laws of some countries do not protect proprietary rights to the same extent as the laws of the United States. Altair Engineering Inc.'s international activities expose Altair Engineering Inc. to unauthorized copying and use of Altair Engineering Inc.'s technology and proprietary information."}][{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s customers using their software and services for product design and development?", 'gt_answer': "The primary risk is that Altair Engineering Inc. may be exposed to claims, including product liability, if their customers' products result in potential liability when built and used.", 'gt_context': "Many of Altair Engineering Inc.'s customers use Altair Engineering Inc.'s software and services to design and develop their products, which when built and used may expose Altair Engineering Inc. to claims.\nMany of Altair Engineering Inc.'s customers use Altair Engineering Inc.'s software and services, together with software and services from other third parties and their own resources, to assist in the design and development of products intended to be used in a commercial setting. To the extent Altair Engineering Inc.'s customers design or develop a product that results in potential liability, including product liability, Altair Engineering Inc. may be included in resulting litigation. Altair Engineering Inc. may be subject to litigation defense costs or be subject to potential judgments or settlement costs for which Altair Engineering Inc. may not be fully covered by insurance, which would result in an increase of Altair Engineering Inc.'s expenses.\nAltair Engineering Inc. also license certain of Altair Engineering Inc.'s software on Altair branded computer hardware, which Altair Engineering Inc. acquire from original equipment manufacturers, which Altair Engineering Inc. refer to as OEMs, exposing Altair Engineering Inc. to potential liability for the hardware, such as product liability. To the extent this liability is greater than the warranty and liability protection from Altair Engineering Inc.'s OEM, Altair Engineering Inc. may incur additional expenses, which may be significant.\nIf Altair Engineering Inc. fail to educate and train Altair Engineering Inc.'s users regarding the use and benefits of Altair Engineering Inc.'s software, Altair Engineering Inc. may not generate additional revenue."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How might Altair Engineering Inc. be affected if they are included in litigation due to their customers' product design and development?", 'gt_answer': 'Altair Engineering Inc. may incur litigation defense costs or be subject to potential judgments or settlement costs for which they may not be fully covered by insurance, resulting in an increase of their expenses.', 'gt_context': "Many of Altair Engineering Inc.'s customers use Altair Engineering Inc.'s software and services to design and develop their products, which when built and used may expose Altair Engineering Inc. to claims.\nMany of Altair Engineering Inc.'s customers use Altair Engineering Inc.'s software and services, together with software and services from other third parties and their own resources, to assist in the design and development of products intended to be used in a commercial setting. To the extent Altair Engineering Inc.'s customers design or develop a product that results in potential liability, including product liability, Altair Engineering Inc. may be included in resulting litigation. Altair Engineering Inc. may be subject to litigation defense costs or be subject to potential judgments or settlement costs for which Altair Engineering Inc. may not be fully covered by insurance, which would result in an increase of Altair Engineering Inc.'s expenses.\nAltair Engineering Inc. also license certain of Altair Engineering Inc.'s software on Altair branded computer hardware, which Altair Engineering Inc. acquire from original equipment manufacturers, which Altair Engineering Inc. refer to as OEMs, exposing Altair Engineering Inc. to potential liability for the hardware, such as product liability. To the extent this liability is greater than the warranty and liability protection from Altair Engineering Inc.'s OEM, Altair Engineering Inc. may incur additional expenses, which may be significant.\nIf Altair Engineering Inc. fail to educate and train Altair Engineering Inc.'s users regarding the use and benefits of Altair Engineering Inc.'s software, Altair Engineering Inc. may not generate additional revenue."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What additional risk does Altair Engineering Inc. face when licensing their software on Altair branded computer hardware acquired from OEMs?', 'gt_answer': 'Altair Engineering Inc. may be exposed to potential liability for the hardware, such as product liability, which may be greater than the warranty and liability protection from their OEM, leading to additional expenses.', 'gt_context': "Many of Altair Engineering Inc.'s customers use Altair Engineering Inc.'s software and services to design and develop their products, which when built and used may expose Altair Engineering Inc. to claims.\nMany of Altair Engineering Inc.'s customers use Altair Engineering Inc.'s software and services, together with software and services from other third parties and their own resources, to assist in the design and development of products intended to be used in a commercial setting. To the extent Altair Engineering Inc.'s customers design or develop a product that results in potential liability, including product liability, Altair Engineering Inc. may be included in resulting litigation. Altair Engineering Inc. may be subject to litigation defense costs or be subject to potential judgments or settlement costs for which Altair Engineering Inc. may not be fully covered by insurance, which would result in an increase of Altair Engineering Inc.'s expenses.\nAltair Engineering Inc. also license certain of Altair Engineering Inc.'s software on Altair branded computer hardware, which Altair Engineering Inc. acquire from original equipment manufacturers, which Altair Engineering Inc. refer to as OEMs, exposing Altair Engineering Inc. to potential liability for the hardware, such as product liability. To the extent this liability is greater than the warranty and liability protection from Altair Engineering Inc.'s OEM, Altair Engineering Inc. may incur additional expenses, which may be significant.\nIf Altair Engineering Inc. fail to educate and train Altair Engineering Inc.'s users regarding the use and benefits of Altair Engineering Inc.'s software, Altair Engineering Inc. may not generate additional revenue."}]

[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is one of the primary risks associated with Altair Engineering Inc.'s use of open source software?", 'gt_answer': "One of the primary risks is that open source software is subject to further development or modification by anyone, which could lead to competitive solutions or render Altair's software obsolete.", 'gt_context': "The use of open source software subjects Altair Engineering Inc. to a number of other risks and challenges. Open source software is subject to further development or modification by anyone. Others may develop such software to be competitive with or no longer useful by Altair Engineering Inc.. It is also possible for competitors to develop their own solutions using open source software, potentially reducing the demand for Altair Engineering Inc.'s software. If Altair Engineering Inc. are unable to successfully address these challenges, Altair Engineering Inc.'s business and operating results may be adversely affected, and Altair Engineering Inc.'s development costs may increase.\nRisks related to legal or regulatory matters\nAltair Engineering Inc. operate internationally and must comply with employment and related laws in various countries, which may, in turn, result in unexpected expenses.\nAltair Engineering Inc. are subject to a variety of domestic and foreign employment laws, including those related to safety, discrimination, whistle-blower, privacy and data protection, employment of unauthorized or undocumented employees, classification of employees,\nwages, statutory benefits, and severance payments. Such laws are subject to change as a result of judicial decisions or otherwise, and there can be no assurance that Altair Engineering Inc. will not be found to have violated any such laws in the future. Such violations could lead to the assessment of significant fines against Altair Engineering Inc. by federal, state or foreign regulatory authorities or to the award of damages claims, including severance payments, against Altair Engineering Inc. in judicial or administrative proceedings by employees or former employees, any of which would reduce Altair Engineering Inc.'s net income or increase Altair Engineering Inc.'s net loss.\nChanges in government trade, immigration or currency policies may harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How could changes in government trade, immigration, or currency policies negatively impact Altair Engineering Inc.?', 'gt_answer': 'Changes in government trade, immigration, or currency policies could harm Altair Engineering Inc. by affecting their international operations, potentially leading to increased costs or reduced demand for their software.', 'gt_context': "The use of open source software subjects Altair Engineering Inc. to a number of other risks and challenges. Open source software is subject to further development or modification by anyone. Others may develop such software to be competitive with or no longer useful by Altair Engineering Inc.. It is also possible for competitors to develop their own solutions using open source software, potentially reducing the demand for Altair Engineering Inc.'s software. If Altair Engineering Inc. are unable to successfully address these challenges, Altair Engineering Inc.'s business and operating results may be adversely affected, and Altair Engineering Inc.'s development costs may increase.\nRisks related to legal or regulatory matters\nAltair Engineering Inc. operate internationally and must comply with employment and related laws in various countries, which may, in turn, result in unexpected expenses.\nAltair Engineering Inc. are subject to a variety of domestic and foreign employment laws, including those related to safety, discrimination, whistle-blower, privacy and data protection, employment of unauthorized or undocumented employees, classification of employees,\nwages, statutory benefits, and severance payments. Such laws are subject to change as a result of judicial decisions or otherwise, and there can be no assurance that Altair Engineering Inc. will not be found to have violated any such laws in the future. Such violations could lead to the assessment of significant fines against Altair Engineering Inc. by federal, state or foreign regulatory authorities or to the award of damages claims, including severance payments, against Altair Engineering Inc. in judicial or administrative proceedings by employees or former employees, any of which would reduce Altair Engineering Inc.'s net income or increase Altair Engineering Inc.'s net loss.\nChanges in government trade, immigration or currency policies may harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What legal or regulatory risks does Altair Engineering Inc. face due to its international operations?', 'gt_answer': 'Altair Engineering Inc. faces legal or regulatory risks related to employment laws in various countries, including those concerning safety, discrimination, whistle-blower, privacy and data protection, employment of unauthorized or undocumented employees, classification of employees, wages, statutory benefits, and severance payments.', 'gt_context': "The use of open source software subjects Altair Engineering Inc. to a number of other risks and challenges. Open source software is subject to further development or modification by anyone. Others may develop such software to be competitive with or no longer useful by Altair Engineering Inc.. It is also possible for competitors to develop their own solutions using open source software, potentially reducing the demand for Altair Engineering Inc.'s software. If Altair Engineering Inc. are unable to successfully address these challenges, Altair Engineering Inc.'s business and operating results may be adversely affected, and Altair Engineering Inc.'s development costs may increase.\nRisks related to legal or regulatory matters\nAltair Engineering Inc. operate internationally and must comply with employment and related laws in various countries, which may, in turn, result in unexpected expenses.\nAltair Engineering Inc. are subject to a variety of domestic and foreign employment laws, including those related to safety, discrimination, whistle-blower, privacy and data protection, employment of unauthorized or undocumented employees, classification of employees,\nwages, statutory benefits, and severance payments. Such laws are subject to change as a result of judicial decisions or otherwise, and there can be no assurance that Altair Engineering Inc. will not be found to have violated any such laws in the future. Such violations could lead to the assessment of significant fines against Altair Engineering Inc. by federal, state or foreign regulatory authorities or to the award of damages claims, including severance payments, against Altair Engineering Inc. in judicial or administrative proceedings by employees or former employees, any of which would reduce Altair Engineering Inc.'s net income or increase Altair Engineering Inc.'s net loss.\nChanges in government trade, immigration or currency policies may harm Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences of intellectual property rights infringement claims against Altair Engineering Inc.?', 'gt_answer': 'The potential consequences of intellectual property rights infringement claims against Altair Engineering Inc. include substantial costs defending against the claim, distraction of management from business operations, uncertainty among customers or prospective customers, and an adverse effect on business or revenue.', 'gt_context': "intellectual property rights by a third party, even those without merit, could cause Altair Engineering Inc. to incur substantial costs defending against the claim, could distract Altair Engineering Inc.'s management from Altair Engineering Inc.'s business, and could cause uncertainty among Altair Engineering Inc.'s customers or prospective customers, all of which could have an adverse effect on Altair Engineering Inc.'s business or revenue.\nAltair Engineering Inc.'s agreements may include provisions that require Altair Engineering Inc. to indemnify others for losses suffered or incurred as a result of Altair Engineering Inc.'s infringement of a third party’s intellectual property rights infringement, including certain of Altair Engineering Inc.'s employees and customers.\nAn adverse outcome of a dispute or an indemnity claim may require Altair Engineering Inc. to:\n•\npay substantial damages;\n•\ncease licensing Altair Engineering Inc.'s software or portions of it;\n•\ndevelop non-infringing technologies;\n•\nacquire or license non-infringing technologies; and\n•\nmake substantial indemnification payments.\nAny of the foregoing or other damages could harm Altair Engineering Inc.'s business, decrease Altair Engineering Inc.'s revenue, increase Altair Engineering Inc.'s expenses or negatively impact Altair Engineering Inc.'s cash flow.\nSecurity breaches, computer malware, computer hacking attacks and other security incidents could harm Altair Engineering Inc.'s business, reputation, brand and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What actions might Altair Engineering Inc. be required to take if it loses an intellectual property rights infringement dispute or indemnity claim?', 'gt_answer': 'If Altair Engineering Inc. loses an intellectual property rights infringement dispute or indemnity claim, it may be required to pay substantial damages, cease licensing its software or portions of it, develop non-infringing technologies, acquire or license non-infringing technologies, and make substantial indemnification payments.', 'gt_context': "intellectual property rights by a third party, even those without merit, could cause Altair Engineering Inc. to incur substantial costs defending against the claim, could distract Altair Engineering Inc.'s management from Altair Engineering Inc.'s business, and could cause uncertainty among Altair Engineering Inc.'s customers or prospective customers, all of which could have an adverse effect on Altair Engineering Inc.'s business or revenue.\nAltair Engineering Inc.'s agreements may include provisions that require Altair Engineering Inc. to indemnify others for losses suffered or incurred as a result of Altair Engineering Inc.'s infringement of a third party’s intellectual property rights infringement, including certain of Altair Engineering Inc.'s employees and customers.\nAn adverse outcome of a dispute or an indemnity claim may require Altair Engineering Inc. to:\n•\npay substantial damages;\n•\ncease licensing Altair Engineering Inc.'s software or portions of it;\n•\ndevelop non-infringing technologies;\n•\nacquire or license non-infringing technologies; and\n•\nmake substantial indemnification payments.\nAny of the foregoing or other damages could harm Altair Engineering Inc.'s business, decrease Altair Engineering Inc.'s revenue, increase Altair Engineering Inc.'s expenses or negatively impact Altair Engineering Inc.'s cash flow.\nSecurity breaches, computer malware, computer hacking attacks and other security incidents could harm Altair Engineering Inc.'s business, reputation, brand and operating results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What types of security incidents could harm Altair Engineering Inc.'s business, reputation, brand, and operating results?", 'gt_answer': "Security breaches, computer malware, computer hacking attacks, and other security incidents could harm Altair Engineering Inc.'s business, reputation, brand, and operating results.", 'gt_context': "intellectual property rights by a third party, even those without merit, could cause Altair Engineering Inc. to incur substantial costs defending against the claim, could distract Altair Engineering Inc.'s management from Altair Engineering Inc.'s business, and could cause uncertainty among Altair Engineering Inc.'s customers or prospective customers, all of which could have an adverse effect on Altair Engineering Inc.'s business or revenue.\nAltair Engineering Inc.'s agreements may include provisions that require Altair Engineering Inc. to indemnify others for losses suffered or incurred as a result of Altair Engineering Inc.'s infringement of a third party’s intellectual property rights infringement, including certain of Altair Engineering Inc.'s employees and customers.\nAn adverse outcome of a dispute or an indemnity claim may require Altair Engineering Inc. to:\n•\npay substantial damages;\n•\ncease licensing Altair Engineering Inc.'s software or portions of it;\n•\ndevelop non-infringing technologies;\n•\nacquire or license non-infringing technologies; and\n•\nmake substantial indemnification payments.\nAny of the foregoing or other damages could harm Altair Engineering Inc.'s business, decrease Altair Engineering Inc.'s revenue, increase Altair Engineering Inc.'s expenses or negatively impact Altair Engineering Inc.'s cash flow.\nSecurity breaches, computer malware, computer hacking attacks and other security incidents could harm Altair Engineering Inc.'s business, reputation, brand and operating results."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the primary anti-bribery laws that Altair Engineering Inc. must comply with?', 'gt_answer': 'The primary anti-bribery laws that Altair Engineering Inc. must comply with are the FCPA (Foreign Corrupt Practices Act) and the U.K. Bribery Act.', 'gt_context': "The FCPA, the U.K. Bribery Act and similar anti-bribery laws generally prohibit companies and their intermediaries from authorizing, offering or providing, directly or indirectly, improper payments or benefits for the purpose of obtaining or retaining business to government officials, political parties and private-sector recipients. United States based companies are required to maintain records that accurately and fairly represent their transactions and have an adequate system of internal accounting controls. Altair Engineering Inc. operate in areas of the world that potentially experience corruption by government officials to some degree and, in certain circumstances, compliance with anti-bribery laws may conflict with local customs and practices. Altair Engineering Inc. cannot assure that Altair Engineering Inc.'s employees, resellers or distributors will not engage in prohibited conduct. If Altair Engineering Inc. are found to be in violation of the FCPA, the U.K. Bribery Act or other anti-bribery laws, Altair Engineering Inc. could suffer criminal or civil penalties or other sanctions.\nAltair Engineering Inc. have significant deferred tax assets in the United States, which Altair Engineering Inc. may not use in future taxable periods."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences for Altair Engineering Inc. if they are found to be in violation of anti-bribery laws?', 'gt_answer': 'If Altair Engineering Inc. is found to be in violation of anti-bribery laws, they could face criminal or civil penalties or other sanctions.', 'gt_context': "The FCPA, the U.K. Bribery Act and similar anti-bribery laws generally prohibit companies and their intermediaries from authorizing, offering or providing, directly or indirectly, improper payments or benefits for the purpose of obtaining or retaining business to government officials, political parties and private-sector recipients. United States based companies are required to maintain records that accurately and fairly represent their transactions and have an adequate system of internal accounting controls. Altair Engineering Inc. operate in areas of the world that potentially experience corruption by government officials to some degree and, in certain circumstances, compliance with anti-bribery laws may conflict with local customs and practices. Altair Engineering Inc. cannot assure that Altair Engineering Inc.'s employees, resellers or distributors will not engage in prohibited conduct. If Altair Engineering Inc. are found to be in violation of the FCPA, the U.K. Bribery Act or other anti-bribery laws, Altair Engineering Inc. could suffer criminal or civil penalties or other sanctions.\nAltair Engineering Inc. have significant deferred tax assets in the United States, which Altair Engineering Inc. may not use in future taxable periods."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk associated with Altair Engineering Inc.'s significant deferred tax assets in the United States?", 'gt_answer': "The risk associated with Altair Engineering Inc.'s significant deferred tax assets in the United States is that they may not be able to use these assets in future taxable periods.", 'gt_context': "The FCPA, the U.K. Bribery Act and similar anti-bribery laws generally prohibit companies and their intermediaries from authorizing, offering or providing, directly or indirectly, improper payments or benefits for the purpose of obtaining or retaining business to government officials, political parties and private-sector recipients. United States based companies are required to maintain records that accurately and fairly represent their transactions and have an adequate system of internal accounting controls. Altair Engineering Inc. operate in areas of the world that potentially experience corruption by government officials to some degree and, in certain circumstances, compliance with anti-bribery laws may conflict with local customs and practices. Altair Engineering Inc. cannot assure that Altair Engineering Inc.'s employees, resellers or distributors will not engage in prohibited conduct. If Altair Engineering Inc. are found to be in violation of the FCPA, the U.K. Bribery Act or other anti-bribery laws, Altair Engineering Inc. could suffer criminal or civil penalties or other sanctions.\nAltair Engineering Inc. have significant deferred tax assets in the United States, which Altair Engineering Inc. may not use in future taxable periods."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What significant data privacy law became effective in California on January 2, 2020?', 'gt_answer': 'The California Consumer Privacy Act (CCPA)', 'gt_context': "On January 2, 2020, the California Consumer Privacy Act, or the CCPA, became effective. The CCPA protects the personal information of California residents, households and devices by placing certain requirements on the regulated businesses that collect, process, store and disclose personal information. The CCPA also provides for civil penalties for violations, as well as an individual private right of action in connection with data breaches that may result in more frequent data breach litigation, including class actions. The impact of this legislation is far-reaching and may require Altair Engineering Inc. to modify Altair Engineering Inc.'s data processing practices and policies and incur substantial costs and expenses in an effort to comply. In November 2020, California legislators approved the California Privacy Rights Act (CPRA”), which substantially amends the CCPA. Among other developments, the CPRA created an entirely new state agency to enforce the CPRA and other state data privacy and security laws. The CPRA becomes effective in January 2023, but has a 12 month look back so regulated businesses must be compliant by January 1, 2022. Virginia recently adopted a data protection law which is"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary purpose of the CCPA?', 'gt_answer': 'To protect the personal information of California residents, households, and devices by placing certain requirements on regulated businesses that collect, process, store, and disclose personal information.', 'gt_context': "On January 2, 2020, the California Consumer Privacy Act, or the CCPA, became effective. The CCPA protects the personal information of California residents, households and devices by placing certain requirements on the regulated businesses that collect, process, store and disclose personal information. The CCPA also provides for civil penalties for violations, as well as an individual private right of action in connection with data breaches that may result in more frequent data breach litigation, including class actions. The impact of this legislation is far-reaching and may require Altair Engineering Inc. to modify Altair Engineering Inc.'s data processing practices and policies and incur substantial costs and expenses in an effort to comply. In November 2020, California legislators approved the California Privacy Rights Act (CPRA”), which substantially amends the CCPA. Among other developments, the CPRA created an entirely new state agency to enforce the CPRA and other state data privacy and security laws. The CPRA becomes effective in January 2023, but has a 12 month look back so regulated businesses must be compliant by January 1, 2022. Virginia recently adopted a data protection law which is"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the California Privacy Rights Act (CPRA) and when does it become effective?', 'gt_answer': 'The CPRA is a substantial amendment to the CCPA that creates an entirely new state agency to enforce data privacy and security laws. It becomes effective in January 2023, but has a 12-month look back, requiring regulated businesses to be compliant by January 1, 2022.', 'gt_context': "On January 2, 2020, the California Consumer Privacy Act, or the CCPA, became effective. The CCPA protects the personal information of California residents, households and devices by placing certain requirements on the regulated businesses that collect, process, store and disclose personal information. The CCPA also provides for civil penalties for violations, as well as an individual private right of action in connection with data breaches that may result in more frequent data breach litigation, including class actions. The impact of this legislation is far-reaching and may require Altair Engineering Inc. to modify Altair Engineering Inc.'s data processing practices and policies and incur substantial costs and expenses in an effort to comply. In November 2020, California legislators approved the California Privacy Rights Act (CPRA”), which substantially amends the CCPA. Among other developments, the CPRA created an entirely new state agency to enforce the CPRA and other state data privacy and security laws. The CPRA becomes effective in January 2023, but has a 12 month look back so regulated businesses must be compliant by January 1, 2022. Virginia recently adopted a data protection law which is"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What type of tax expenses could impact Altair Engineering Inc. based on the jurisdictions in which they operate?', 'gt_answer': "Altair Engineering Inc.'s tax expense could be impacted by withholding and other taxes, including taxes on software licenses and related intercompany transactions, under the tax laws of jurisdictions in which they have business operations.", 'gt_context': "Altair Engineering Inc.'s tax expense could be impacted depending on the applicability of withholding and other taxes including taxes on software licenses and related intercompany transactions under the tax laws of jurisdictions in which Altair Engineering Inc. have business operations. Altair Engineering Inc.'s future income taxes may fluctuate if there is a change in the mix of income in the applicable tax jurisdictions in which Altair Engineering Inc. operate. Altair Engineering Inc. are subject to review and audit by the United States and other taxing authorities. Any review or audit could increase Altair Engineering Inc.'s professional expenses and, if determined adversely, could result in unexpected costs.\nSales and use, value-added and similar tax laws and rates vary by jurisdiction. Any of these jurisdictions may assert that such taxes are applicable, which could result in tax assessments, penalties and interest.\nNew legislation or tax-reform policies that would change U.S. or foreign taxation of international business activities, including uncertainties in the interpretation and application of the 2017 Tax Cuts and Jobs Act, could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could changes in the mix of income in different tax jurisdictions affect Altair Engineering Inc.'s future income taxes?", 'gt_answer': "Altair Engineering Inc.'s future income taxes may fluctuate if there is a change in the mix of income in the applicable tax jurisdictions in which they operate.", 'gt_context': "Altair Engineering Inc.'s tax expense could be impacted depending on the applicability of withholding and other taxes including taxes on software licenses and related intercompany transactions under the tax laws of jurisdictions in which Altair Engineering Inc. have business operations. Altair Engineering Inc.'s future income taxes may fluctuate if there is a change in the mix of income in the applicable tax jurisdictions in which Altair Engineering Inc. operate. Altair Engineering Inc. are subject to review and audit by the United States and other taxing authorities. Any review or audit could increase Altair Engineering Inc.'s professional expenses and, if determined adversely, could result in unexpected costs.\nSales and use, value-added and similar tax laws and rates vary by jurisdiction. Any of these jurisdictions may assert that such taxes are applicable, which could result in tax assessments, penalties and interest.\nNew legislation or tax-reform policies that would change U.S. or foreign taxation of international business activities, including uncertainties in the interpretation and application of the 2017 Tax Cuts and Jobs Act, could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What potential consequences could Altair Engineering Inc. face from reviews or audits by taxing authorities?', 'gt_answer': "Any review or audit by the United States and other taxing authorities could increase Altair Engineering Inc.'s professional expenses and, if determined adversely, could result in unexpected costs.", 'gt_context': "Altair Engineering Inc.'s tax expense could be impacted depending on the applicability of withholding and other taxes including taxes on software licenses and related intercompany transactions under the tax laws of jurisdictions in which Altair Engineering Inc. have business operations. Altair Engineering Inc.'s future income taxes may fluctuate if there is a change in the mix of income in the applicable tax jurisdictions in which Altair Engineering Inc. operate. Altair Engineering Inc. are subject to review and audit by the United States and other taxing authorities. Any review or audit could increase Altair Engineering Inc.'s professional expenses and, if determined adversely, could result in unexpected costs.\nSales and use, value-added and similar tax laws and rates vary by jurisdiction. Any of these jurisdictions may assert that such taxes are applicable, which could result in tax assessments, penalties and interest.\nNew legislation or tax-reform policies that would change U.S. or foreign taxation of international business activities, including uncertainties in the interpretation and application of the 2017 Tax Cuts and Jobs Act, could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary risk associated with the rapidly evolving nature of cyber threats for Altair Engineering Inc.?', 'gt_answer': 'The primary risk is that Altair Engineering Inc. may be unable to anticipate new techniques used to obtain unauthorized access, disable or degrade service, or sabotage systems, and may not have sufficient control measures in place to defend against these techniques.', 'gt_context': "Because the techniques used to obtain unauthorized access, disable or degrade service, or sabotage systems change frequently or may be designed to remain dormant until a predetermined event and often are not recognized until launched against a target, Altair Engineering Inc. may be unable to anticipate these techniques or implement sufficient control measures to defend against these techniques. Though it is difficult to determine what harm may directly result from any specific incident or breach, any failure to maintain confidentiality, availability, integrity, performance and reliability of Altair Engineering Inc.'s systems and infrastructure may harm Altair Engineering Inc.'s reputation and Altair Engineering Inc.'s ability to retain existing customers and attract new customers. If an actual or perceived security incident occurs, the market perception of the effectiveness of Altair Engineering Inc.'s security controls could be harmed, Altair Engineering Inc.'s brand and reputation could be damaged, Altair Engineering Inc. could lose customers, and Altair Engineering Inc. could suffer financial exposure due to such events or in connection with remediation efforts, investigation costs, regulatory fines and changed security control, system architecture and system protection measures.\nAltair Engineering Inc. may lose customers if Altair Engineering Inc.'s software does not work seamlessly with Altair Engineering Inc.'s customers’ existing software.\nAltair Engineering Inc.'s customers may use Altair Engineering Inc.'s software, which in many instances has been designed to seamlessly interface with software from some of Altair Engineering Inc.'s competitors, together with their own software and software they license from third parties. If Altair Engineering Inc.'s software ceases to work seamlessly with Altair Engineering Inc.'s customers’ existing software applications, Altair Engineering Inc. may lose customers."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could a security incident impact Altair Engineering Inc.'s reputation and customer base?", 'gt_answer': "A security incident could harm Altair Engineering Inc.'s reputation and its ability to retain existing customers and attract new customers. It could also damage the market perception of the effectiveness of Altair Engineering Inc.'s security controls and lead to financial exposure due to remediation efforts, investigation costs, regulatory fines, and changed security measures.", 'gt_context': "Because the techniques used to obtain unauthorized access, disable or degrade service, or sabotage systems change frequently or may be designed to remain dormant until a predetermined event and often are not recognized until launched against a target, Altair Engineering Inc. may be unable to anticipate these techniques or implement sufficient control measures to defend against these techniques. Though it is difficult to determine what harm may directly result from any specific incident or breach, any failure to maintain confidentiality, availability, integrity, performance and reliability of Altair Engineering Inc.'s systems and infrastructure may harm Altair Engineering Inc.'s reputation and Altair Engineering Inc.'s ability to retain existing customers and attract new customers. If an actual or perceived security incident occurs, the market perception of the effectiveness of Altair Engineering Inc.'s security controls could be harmed, Altair Engineering Inc.'s brand and reputation could be damaged, Altair Engineering Inc. could lose customers, and Altair Engineering Inc. could suffer financial exposure due to such events or in connection with remediation efforts, investigation costs, regulatory fines and changed security control, system architecture and system protection measures.\nAltair Engineering Inc. may lose customers if Altair Engineering Inc.'s software does not work seamlessly with Altair Engineering Inc.'s customers’ existing software.\nAltair Engineering Inc.'s customers may use Altair Engineering Inc.'s software, which in many instances has been designed to seamlessly interface with software from some of Altair Engineering Inc.'s competitors, together with their own software and software they license from third parties. If Altair Engineering Inc.'s software ceases to work seamlessly with Altair Engineering Inc.'s customers’ existing software applications, Altair Engineering Inc. may lose customers."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk to Altair Engineering Inc. if its software does not work seamlessly with its customers' existing software?", 'gt_answer': "If Altair Engineering Inc.'s software ceases to work seamlessly with its customers' existing software applications, Altair Engineering Inc. may lose customers.", 'gt_context': "Because the techniques used to obtain unauthorized access, disable or degrade service, or sabotage systems change frequently or may be designed to remain dormant until a predetermined event and often are not recognized until launched against a target, Altair Engineering Inc. may be unable to anticipate these techniques or implement sufficient control measures to defend against these techniques. Though it is difficult to determine what harm may directly result from any specific incident or breach, any failure to maintain confidentiality, availability, integrity, performance and reliability of Altair Engineering Inc.'s systems and infrastructure may harm Altair Engineering Inc.'s reputation and Altair Engineering Inc.'s ability to retain existing customers and attract new customers. If an actual or perceived security incident occurs, the market perception of the effectiveness of Altair Engineering Inc.'s security controls could be harmed, Altair Engineering Inc.'s brand and reputation could be damaged, Altair Engineering Inc. could lose customers, and Altair Engineering Inc. could suffer financial exposure due to such events or in connection with remediation efforts, investigation costs, regulatory fines and changed security control, system architecture and system protection measures.\nAltair Engineering Inc. may lose customers if Altair Engineering Inc.'s software does not work seamlessly with Altair Engineering Inc.'s customers’ existing software.\nAltair Engineering Inc.'s customers may use Altair Engineering Inc.'s software, which in many instances has been designed to seamlessly interface with software from some of Altair Engineering Inc.'s competitors, together with their own software and software they license from third parties. If Altair Engineering Inc.'s software ceases to work seamlessly with Altair Engineering Inc.'s customers’ existing software applications, Altair Engineering Inc. may lose customers."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s software education and training efforts?", 'gt_answer': "The primary risk is that if users do not receive effective education and training regarding the use and benefits of Altair Engineering Inc.'s software, they may not increase their usage of the software, and Altair Engineering Inc. may incur costs of training directly related to this activity prior to generating additional revenue.", 'gt_context': "Altair Engineering Inc.'s software is complex and highly technical. Altair Engineering Inc. continually educate and train Altair Engineering Inc.'s existing and potential users regarding the depth, breadth, and benefits of Altair Engineering Inc.'s software including through classroom and online training. If these users do not receive education and training regarding the use and benefits of Altair Engineering Inc.'s software, or the education and training is ineffective, they may not increase their usage of Altair Engineering Inc.'s software. Altair Engineering Inc. may incur costs of training directly related to this activity prior to generating additional revenue.\nAltair Engineering Inc. currently open source certain of Altair Engineering Inc.'s software and may open source other software in the future, which could have an adverse effect on Altair Engineering Inc.'s revenues and expenses and Altair Engineering Inc.'s use of open source technology could impose limitations on Altair Engineering Inc.'s ability to commercialize Altair Engineering Inc.'s software.\nAltair Engineering Inc. offer Altair Engineering Inc.'s open matrix language, or OML, source code and a portion of Altair Engineering Inc.'s Altair PBS workload management software in an open source version to generate additional usage and broaden user-community development and enhancement of the software. Altair Engineering Inc. offer related software and services on a paid basis. Altair Engineering Inc. believe increased usage of open source software leads to increased purchases of these related paid offerings. Altair Engineering Inc. may offer additional software on an open source basis in the future. There is no assurance that the incremental revenues from related paid offerings will outweigh the lost revenues and incurred expenses attributable to the open sourced software."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What potential negative impact could open sourcing certain software have on Altair Engineering Inc.'s revenues and expenses?", 'gt_answer': "Open sourcing certain software could have an adverse effect on Altair Engineering Inc.'s revenues and expenses. There is no assurance that the incremental revenues from related paid offerings will outweigh the lost revenues and incurred expenses attributable to the open sourced software.", 'gt_context': "Altair Engineering Inc.'s software is complex and highly technical. Altair Engineering Inc. continually educate and train Altair Engineering Inc.'s existing and potential users regarding the depth, breadth, and benefits of Altair Engineering Inc.'s software including through classroom and online training. If these users do not receive education and training regarding the use and benefits of Altair Engineering Inc.'s software, or the education and training is ineffective, they may not increase their usage of Altair Engineering Inc.'s software. Altair Engineering Inc. may incur costs of training directly related to this activity prior to generating additional revenue.\nAltair Engineering Inc. currently open source certain of Altair Engineering Inc.'s software and may open source other software in the future, which could have an adverse effect on Altair Engineering Inc.'s revenues and expenses and Altair Engineering Inc.'s use of open source technology could impose limitations on Altair Engineering Inc.'s ability to commercialize Altair Engineering Inc.'s software.\nAltair Engineering Inc. offer Altair Engineering Inc.'s open matrix language, or OML, source code and a portion of Altair Engineering Inc.'s Altair PBS workload management software in an open source version to generate additional usage and broaden user-community development and enhancement of the software. Altair Engineering Inc. offer related software and services on a paid basis. Altair Engineering Inc. believe increased usage of open source software leads to increased purchases of these related paid offerings. Altair Engineering Inc. may offer additional software on an open source basis in the future. There is no assurance that the incremental revenues from related paid offerings will outweigh the lost revenues and incurred expenses attributable to the open sourced software."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What limitations could Altair Engineering Inc.'s use of open source technology impose on its ability to commercialize its software?", 'gt_answer': "The use of open source technology could impose limitations on Altair Engineering Inc.'s ability to commercialize its software, as it may lead to increased usage of open source software and not necessarily translate into increased purchases of related paid offerings.", 'gt_context': "Altair Engineering Inc.'s software is complex and highly technical. Altair Engineering Inc. continually educate and train Altair Engineering Inc.'s existing and potential users regarding the depth, breadth, and benefits of Altair Engineering Inc.'s software including through classroom and online training. If these users do not receive education and training regarding the use and benefits of Altair Engineering Inc.'s software, or the education and training is ineffective, they may not increase their usage of Altair Engineering Inc.'s software. Altair Engineering Inc. may incur costs of training directly related to this activity prior to generating additional revenue.\nAltair Engineering Inc. currently open source certain of Altair Engineering Inc.'s software and may open source other software in the future, which could have an adverse effect on Altair Engineering Inc.'s revenues and expenses and Altair Engineering Inc.'s use of open source technology could impose limitations on Altair Engineering Inc.'s ability to commercialize Altair Engineering Inc.'s software.\nAltair Engineering Inc. offer Altair Engineering Inc.'s open matrix language, or OML, source code and a portion of Altair Engineering Inc.'s Altair PBS workload management software in an open source version to generate additional usage and broaden user-community development and enhancement of the software. Altair Engineering Inc. offer related software and services on a paid basis. Altair Engineering Inc. believe increased usage of open source software leads to increased purchases of these related paid offerings. Altair Engineering Inc. may offer additional software on an open source basis in the future. There is no assurance that the incremental revenues from related paid offerings will outweigh the lost revenues and incurred expenses attributable to the open sourced software."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences of violating United States export control laws and economic sanction programs for Altair Engineering Inc.?', 'gt_answer': 'The potential consequences of violating United States export control laws and economic sanction programs for Altair Engineering Inc. include government investigations, penalties, and reputational harm.', 'gt_context': "United States export control laws and economic sanction programs prohibit the shipment of certain software and services to countries, governments and persons that are subject to United States economic embargoes and trade sanctions, including, but not limited to, Iran, Cuba, North Korea, Syria and Sudan. Any violations of such economic embargoes and trade sanction regulations could have negative consequences, including government investigations, penalties and reputational harm.\nAny change in export or import regulations, economic sanctions or related legislation, shift in the enforcement or scope of existing regulations, or change in the countries, governments, persons or technologies targeted by such regulations, could result in decreased use of Altair Engineering Inc.'s software by, or in Altair Engineering Inc.'s decreased ability to export or license Altair Engineering Inc.'s software to, existing or potential customers with international operations. Any decreased use of Altair Engineering Inc.'s software or limitation on Altair Engineering Inc.'s ability to export or license Altair Engineering Inc.'s software could adversely affect Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s business is subject to a wide range of laws and regulations, and Altair Engineering Inc.'s failure to comply with those laws and regulations could harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How could changes in export or import regulations, economic sanctions, or related legislation affect Altair Engineering Inc.?', 'gt_answer': "Changes in export or import regulations, economic sanctions, or related legislation could result in decreased use of Altair Engineering Inc.'s software by, or in Altair Engineering Inc.'s decreased ability to export or license Altair Engineering Inc.'s software to, existing or potential customers with international operations, which could adversely affect Altair Engineering Inc.'s business.", 'gt_context': "United States export control laws and economic sanction programs prohibit the shipment of certain software and services to countries, governments and persons that are subject to United States economic embargoes and trade sanctions, including, but not limited to, Iran, Cuba, North Korea, Syria and Sudan. Any violations of such economic embargoes and trade sanction regulations could have negative consequences, including government investigations, penalties and reputational harm.\nAny change in export or import regulations, economic sanctions or related legislation, shift in the enforcement or scope of existing regulations, or change in the countries, governments, persons or technologies targeted by such regulations, could result in decreased use of Altair Engineering Inc.'s software by, or in Altair Engineering Inc.'s decreased ability to export or license Altair Engineering Inc.'s software to, existing or potential customers with international operations. Any decreased use of Altair Engineering Inc.'s software or limitation on Altair Engineering Inc.'s ability to export or license Altair Engineering Inc.'s software could adversely affect Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s business is subject to a wide range of laws and regulations, and Altair Engineering Inc.'s failure to comply with those laws and regulations could harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What types of laws and regulations is Altair Engineering Inc. subject to, and what could happen if they fail to comply with those laws and regulations?', 'gt_answer': "Altair Engineering Inc. is subject to a wide range of laws and regulations, and failure to comply with those laws and regulations could harm Altair Engineering Inc.'s business.", 'gt_context': "United States export control laws and economic sanction programs prohibit the shipment of certain software and services to countries, governments and persons that are subject to United States economic embargoes and trade sanctions, including, but not limited to, Iran, Cuba, North Korea, Syria and Sudan. Any violations of such economic embargoes and trade sanction regulations could have negative consequences, including government investigations, penalties and reputational harm.\nAny change in export or import regulations, economic sanctions or related legislation, shift in the enforcement or scope of existing regulations, or change in the countries, governments, persons or technologies targeted by such regulations, could result in decreased use of Altair Engineering Inc.'s software by, or in Altair Engineering Inc.'s decreased ability to export or license Altair Engineering Inc.'s software to, existing or potential customers with international operations. Any decreased use of Altair Engineering Inc.'s software or limitation on Altair Engineering Inc.'s ability to export or license Altair Engineering Inc.'s software could adversely affect Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s business is subject to a wide range of laws and regulations, and Altair Engineering Inc.'s failure to comply with those laws and regulations could harm Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What recent U.S. federal legislation has provided relief to corporate taxpayers, including Altair Engineering Inc., through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards?', 'gt_answer': 'The Coronavirus Aid, Relief, and Economic Security (CARES) Act and the Consolidated Appropriations Act, 2021 (CAA).', 'gt_context': "In addition, the recently enacted Coronavirus Aid, Relief, and Economic Security, or CARES Act and the Consolidated Appropriations Act, 2021 (CAA) provide relief to U.S. federal corporate taxpayers through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards. The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s’s consolidated financial statements.\nIf Altair Engineering Inc.'s global tax methodology is challenged, Altair Engineering Inc.'s tax expense may increase.\nAs a global business headquartered in the United States, Altair Engineering Inc. are required to pay tax in a number of different countries, exposing Altair Engineering Inc. to transfer pricing and other adjustments. Transfer pricing refers to the methodology of allocating revenue and expenses for tax purposes to particular countries. Taxing authorities may challenge Altair Engineering Inc.'s transfer pricing methodology, which if successful could increase Altair Engineering Inc.'s professional expenses and result in one-time or recurring tax charges, a higher worldwide effective tax rate, reduced cash flows, and lower overall profitability of Altair Engineering Inc.'s operations."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "Did the CARES Act and the CAA have a material effect on Altair Engineering Inc.'s consolidated financial statements?", 'gt_answer': "No, the CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s consolidated financial statements.", 'gt_context': "In addition, the recently enacted Coronavirus Aid, Relief, and Economic Security, or CARES Act and the Consolidated Appropriations Act, 2021 (CAA) provide relief to U.S. federal corporate taxpayers through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards. The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s’s consolidated financial statements.\nIf Altair Engineering Inc.'s global tax methodology is challenged, Altair Engineering Inc.'s tax expense may increase.\nAs a global business headquartered in the United States, Altair Engineering Inc. are required to pay tax in a number of different countries, exposing Altair Engineering Inc. to transfer pricing and other adjustments. Transfer pricing refers to the methodology of allocating revenue and expenses for tax purposes to particular countries. Taxing authorities may challenge Altair Engineering Inc.'s transfer pricing methodology, which if successful could increase Altair Engineering Inc.'s professional expenses and result in one-time or recurring tax charges, a higher worldwide effective tax rate, reduced cash flows, and lower overall profitability of Altair Engineering Inc.'s operations."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could happen if Altair Engineering Inc.'s global tax methodology is challenged by taxing authorities?", 'gt_answer': "If Altair Engineering Inc.'s global tax methodology is challenged, it could result in increased professional expenses, one-time or recurring tax charges, a higher worldwide effective tax rate, reduced cash flows, and lower overall profitability of Altair Engineering Inc.'s operations.", 'gt_context': "In addition, the recently enacted Coronavirus Aid, Relief, and Economic Security, or CARES Act and the Consolidated Appropriations Act, 2021 (CAA) provide relief to U.S. federal corporate taxpayers through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards. The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s’s consolidated financial statements.\nIf Altair Engineering Inc.'s global tax methodology is challenged, Altair Engineering Inc.'s tax expense may increase.\nAs a global business headquartered in the United States, Altair Engineering Inc. are required to pay tax in a number of different countries, exposing Altair Engineering Inc. to transfer pricing and other adjustments. Transfer pricing refers to the methodology of allocating revenue and expenses for tax purposes to particular countries. Taxing authorities may challenge Altair Engineering Inc.'s transfer pricing methodology, which if successful could increase Altair Engineering Inc.'s professional expenses and result in one-time or recurring tax charges, a higher worldwide effective tax rate, reduced cash flows, and lower overall profitability of Altair Engineering Inc.'s operations."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s use of open source software?", 'gt_answer': 'The primary risk is that Altair Engineering Inc. may face allegations from others alleging ownership of, or seeking to enforce the terms of, an open source license, which could result in litigation and potentially impact their ability to commercialize their software.', 'gt_context': "Altair Engineering Inc. use open source software in some of Altair Engineering Inc.'s software and expect to continue to use open source software in the future. Although Altair Engineering Inc. monitor Altair Engineering Inc.'s use of open source software to avoid subjecting Altair Engineering Inc.'s software to conditions Altair Engineering Inc. do not intend, Altair Engineering Inc. may face allegations from others alleging ownership of, or seeking to enforce the terms of, an open source license, including by demanding release of the open source software, derivative works, or Altair Engineering Inc.'s proprietary source code that was developed using such software. These allegations could also result in litigation. The terms of many open source licenses have not been interpreted by United States courts. There is a risk that these licenses could be construed in a way that could impose unanticipated conditions or restrictions on Altair Engineering Inc.'s ability to commercialize Altair Engineering Inc.'s software. In such an event, Altair Engineering Inc. may be required to seek licenses from third parties to continue commercially offering Altair Engineering Inc.'s software, to make Altair Engineering Inc.'s proprietary code generally available in source code form, to re-engineer Altair Engineering Inc.'s software or to discontinue the sale of Altair Engineering Inc.'s software if re-engineering could not be accomplished on a timely basis, any of which could adversely affect Altair Engineering Inc.'s business and revenue."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How could the interpretation of open source licenses by United States courts affect Altair Engineering Inc.?', 'gt_answer': 'If United States courts construe open source licenses in a way that imposes unanticipated conditions or restrictions, Altair Engineering Inc. may be required to seek licenses from third parties, make their proprietary code generally available in source code form, re-engineer their software, or discontinue the sale of their software, which could adversely affect their business and revenue.', 'gt_context': "Altair Engineering Inc. use open source software in some of Altair Engineering Inc.'s software and expect to continue to use open source software in the future. Although Altair Engineering Inc. monitor Altair Engineering Inc.'s use of open source software to avoid subjecting Altair Engineering Inc.'s software to conditions Altair Engineering Inc. do not intend, Altair Engineering Inc. may face allegations from others alleging ownership of, or seeking to enforce the terms of, an open source license, including by demanding release of the open source software, derivative works, or Altair Engineering Inc.'s proprietary source code that was developed using such software. These allegations could also result in litigation. The terms of many open source licenses have not been interpreted by United States courts. There is a risk that these licenses could be construed in a way that could impose unanticipated conditions or restrictions on Altair Engineering Inc.'s ability to commercialize Altair Engineering Inc.'s software. In such an event, Altair Engineering Inc. may be required to seek licenses from third parties to continue commercially offering Altair Engineering Inc.'s software, to make Altair Engineering Inc.'s proprietary code generally available in source code form, to re-engineer Altair Engineering Inc.'s software or to discontinue the sale of Altair Engineering Inc.'s software if re-engineering could not be accomplished on a timely basis, any of which could adversely affect Altair Engineering Inc.'s business and revenue."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What measures does Altair Engineering Inc. take to mitigate the risks associated with using open source software?', 'gt_answer': 'Altair Engineering Inc. monitors their use of open source software to avoid subjecting their software to conditions they do not intend. However, they acknowledge that they may still face allegations from others alleging ownership of, or seeking to enforce the terms of, an open source license.', 'gt_context': "Altair Engineering Inc. use open source software in some of Altair Engineering Inc.'s software and expect to continue to use open source software in the future. Although Altair Engineering Inc. monitor Altair Engineering Inc.'s use of open source software to avoid subjecting Altair Engineering Inc.'s software to conditions Altair Engineering Inc. do not intend, Altair Engineering Inc. may face allegations from others alleging ownership of, or seeking to enforce the terms of, an open source license, including by demanding release of the open source software, derivative works, or Altair Engineering Inc.'s proprietary source code that was developed using such software. These allegations could also result in litigation. The terms of many open source licenses have not been interpreted by United States courts. There is a risk that these licenses could be construed in a way that could impose unanticipated conditions or restrictions on Altair Engineering Inc.'s ability to commercialize Altair Engineering Inc.'s software. In such an event, Altair Engineering Inc. may be required to seek licenses from third parties to continue commercially offering Altair Engineering Inc.'s software, to make Altair Engineering Inc.'s proprietary code generally available in source code form, to re-engineer Altair Engineering Inc.'s software or to discontinue the sale of Altair Engineering Inc.'s software if re-engineering could not be accomplished on a timely basis, any of which could adversely affect Altair Engineering Inc.'s business and revenue."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What type of changes in government policies could adversely impact Altair Engineering Inc.'s ability to sell software and services?", 'gt_answer': 'Changes in trade policies such as withdrawal from negotiations on new trade policies, renegotiating existing trade agreements, imposing tariffs or imposing other trade restrictions or barriers, changes in currency exchange rates, changes in political or economic conditions, import or export licensing requirements or other restrictions on technology imports and exports, laws and business practices favoring local companies, changes in diplomatic and trade relationships, modification of existing or implementation of new tariffs, imposition or increase of trade barriers, or establishment of new trade or currency restrictions.', 'gt_context': "Altair Engineering Inc. operate Altair Engineering Inc.'s business globally in multiple countries that have policies and regulations relating to trade, immigration and currency, which may change. Governments may change their trade policies by withdrawing from negotiations on new trade policies, renegotiating existing trade agreements, imposing tariffs or imposing other trade restrictions or barriers. Any such changes may result in:\n•\nchanges in currency exchange rates;\n•\nchanges in political or economic conditions;\n•\nimport or export licensing requirements or other restrictions on technology imports and exports;\n•\nlaws and business practices favoring local companies;\n•\nchanges in diplomatic and trade relationships;\n•\nmodification of existing or implementation of new tariffs;\n•\nimposition or increase of trade barriers; or\n•\nestablishment of new trade or currency restrictions.\nAny of these changes, changes in immigration policies, government intervention in currency valuation or other government policy changes may adversely impact Altair Engineering Inc.'s ability to sell software and services, which could, in turn, harm Altair Engineering Inc.'s revenues and Altair Engineering Inc.'s business. Altair Engineering Inc. are headquartered in the United States and may be particularly impacted by changes affecting the United States.\nAltair Engineering Inc. are subject to governmental export and import controls that could impair Altair Engineering Inc.'s ability to compete in international markets due to licensing requirements and subject Altair Engineering Inc. to liability if Altair Engineering Inc. are not in compliance with applicable laws."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How could changes in immigration policies affect Altair Engineering Inc.?', 'gt_answer': "Changes in immigration policies could adversely impact Altair Engineering Inc.'s ability to sell software and services, which could, in turn, harm Altair Engineering Inc.'s revenues and business.", 'gt_context': "Altair Engineering Inc. operate Altair Engineering Inc.'s business globally in multiple countries that have policies and regulations relating to trade, immigration and currency, which may change. Governments may change their trade policies by withdrawing from negotiations on new trade policies, renegotiating existing trade agreements, imposing tariffs or imposing other trade restrictions or barriers. Any such changes may result in:\n•\nchanges in currency exchange rates;\n•\nchanges in political or economic conditions;\n•\nimport or export licensing requirements or other restrictions on technology imports and exports;\n•\nlaws and business practices favoring local companies;\n•\nchanges in diplomatic and trade relationships;\n•\nmodification of existing or implementation of new tariffs;\n•\nimposition or increase of trade barriers; or\n•\nestablishment of new trade or currency restrictions.\nAny of these changes, changes in immigration policies, government intervention in currency valuation or other government policy changes may adversely impact Altair Engineering Inc.'s ability to sell software and services, which could, in turn, harm Altair Engineering Inc.'s revenues and Altair Engineering Inc.'s business. Altair Engineering Inc. are headquartered in the United States and may be particularly impacted by changes affecting the United States.\nAltair Engineering Inc. are subject to governmental export and import controls that could impair Altair Engineering Inc.'s ability to compete in international markets due to licensing requirements and subject Altair Engineering Inc. to liability if Altair Engineering Inc. are not in compliance with applicable laws."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What specific governmental controls could impair Altair Engineering Inc.'s ability to compete in international markets?", 'gt_answer': "Governmental export and import controls, including licensing requirements, could impair Altair Engineering Inc.'s ability to compete in international markets and subject Altair Engineering Inc. to liability if they are not in compliance with applicable laws.", 'gt_context': "Altair Engineering Inc. operate Altair Engineering Inc.'s business globally in multiple countries that have policies and regulations relating to trade, immigration and currency, which may change. Governments may change their trade policies by withdrawing from negotiations on new trade policies, renegotiating existing trade agreements, imposing tariffs or imposing other trade restrictions or barriers. Any such changes may result in:\n•\nchanges in currency exchange rates;\n•\nchanges in political or economic conditions;\n•\nimport or export licensing requirements or other restrictions on technology imports and exports;\n•\nlaws and business practices favoring local companies;\n•\nchanges in diplomatic and trade relationships;\n•\nmodification of existing or implementation of new tariffs;\n•\nimposition or increase of trade barriers; or\n•\nestablishment of new trade or currency restrictions.\nAny of these changes, changes in immigration policies, government intervention in currency valuation or other government policy changes may adversely impact Altair Engineering Inc.'s ability to sell software and services, which could, in turn, harm Altair Engineering Inc.'s revenues and Altair Engineering Inc.'s business. Altair Engineering Inc. are headquartered in the United States and may be particularly impacted by changes affecting the United States.\nAltair Engineering Inc. are subject to governmental export and import controls that could impair Altair Engineering Inc.'s ability to compete in international markets due to licensing requirements and subject Altair Engineering Inc. to liability if Altair Engineering Inc. are not in compliance with applicable laws."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary concern regarding the Tax Act for Altair Engineering Inc.?', 'gt_answer': 'The primary concern is the complexity and uncertainty in the application of accounting guidance for the Tax Act, which requires information not previously required or regularly produced. This could result in a materially different effective tax rate for the company.', 'gt_context': "The Tax Act requires complex computations not previously provided in U.S. tax law. As such, the application of accounting guidance for such items remain uncertain. Further, compliance with the Tax Act and the accounting for such provisions requires an accumulation of information not previously required or regularly produced. As additional regulatory guidance is issued by the applicable taxing authorities, as accounting treatment is clarified, and as Altair Engineering Inc. perform additional analysis on the application of the law, Altair Engineering Inc.'s effective tax rate could be materially different.\nAltair Engineering Inc.'s business may collect personal information and is subject to data protection laws.\nCompanies that collect personal information are required to comply with data protection laws adopted by the United States and various state and foreign jurisdictions, including the European Union General Data Protection Regulation and implementing legislation adopted by member states of the European Union (“GDPR”), and the United Kingdom Data Protection Act 2018 (the “UK GDPR”). These data protection laws regulate the collection, use, storage, disclosure and security of personal information, such as names, email addresses, Internet Protocol addresses and other online indentifiers, business contact data, and customer profiles, that may be used to identify or locate an individual, including a customer or an employee."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What data protection laws does Altair Engineering Inc. need to comply with?', 'gt_answer': 'Altair Engineering Inc. needs to comply with data protection laws adopted by the United States, various state and foreign jurisdictions, including the European Union General Data Protection Regulation (GDPR), and the United Kingdom Data Protection Act 2018 (UK GDPR).', 'gt_context': "The Tax Act requires complex computations not previously provided in U.S. tax law. As such, the application of accounting guidance for such items remain uncertain. Further, compliance with the Tax Act and the accounting for such provisions requires an accumulation of information not previously required or regularly produced. As additional regulatory guidance is issued by the applicable taxing authorities, as accounting treatment is clarified, and as Altair Engineering Inc. perform additional analysis on the application of the law, Altair Engineering Inc.'s effective tax rate could be materially different.\nAltair Engineering Inc.'s business may collect personal information and is subject to data protection laws.\nCompanies that collect personal information are required to comply with data protection laws adopted by the United States and various state and foreign jurisdictions, including the European Union General Data Protection Regulation and implementing legislation adopted by member states of the European Union (“GDPR”), and the United Kingdom Data Protection Act 2018 (the “UK GDPR”). These data protection laws regulate the collection, use, storage, disclosure and security of personal information, such as names, email addresses, Internet Protocol addresses and other online indentifiers, business contact data, and customer profiles, that may be used to identify or locate an individual, including a customer or an employee."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What type of personal information does Altair Engineering Inc. collect that is subject to data protection laws?', 'gt_answer': 'Altair Engineering Inc. collects personal information such as names, email addresses, Internet Protocol addresses, business contact data, and customer profiles that may be used to identify or locate an individual.', 'gt_context': "The Tax Act requires complex computations not previously provided in U.S. tax law. As such, the application of accounting guidance for such items remain uncertain. Further, compliance with the Tax Act and the accounting for such provisions requires an accumulation of information not previously required or regularly produced. As additional regulatory guidance is issued by the applicable taxing authorities, as accounting treatment is clarified, and as Altair Engineering Inc. perform additional analysis on the application of the law, Altair Engineering Inc.'s effective tax rate could be materially different.\nAltair Engineering Inc.'s business may collect personal information and is subject to data protection laws.\nCompanies that collect personal information are required to comply with data protection laws adopted by the United States and various state and foreign jurisdictions, including the European Union General Data Protection Regulation and implementing legislation adopted by member states of the European Union (“GDPR”), and the United Kingdom Data Protection Act 2018 (the “UK GDPR”). These data protection laws regulate the collection, use, storage, disclosure and security of personal information, such as names, email addresses, Internet Protocol addresses and other online indentifiers, business contact data, and customer profiles, that may be used to identify or locate an individual, including a customer or an employee."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential causes of security incidents that Altair Engineering Inc. may face?', 'gt_answer': 'Security incidents at Altair Engineering Inc. may be caused by security breaches, computer malware or malicious software, computer hacking, unauthorized access to confidential information, denial of service attacks, security system control failures in their own systems or from vendors they use, email phishing, software vulnerabilities, social engineering, sabotage, and drive-by downloads.', 'gt_context': "Security incidents have become more prevalent across industries and may occur on Altair Engineering Inc.'s systems. Security incidents may be caused by, or result in but are not limited to, security breaches, computer malware or malicious software, computer hacking, unauthorized access to confidential information, denial of service attacks, security system control failures in Altair Engineering Inc.'s own systems or from vendors Altair Engineering Inc. use, email phishing, software vulnerabilities, social engineering, sabotage and drive-by downloads. Such security incidents, whether intentional or otherwise, may result from actions of hackers, criminals, nation states, vendors, employees or customers.\nAltair Engineering Inc.'s company is a highly automated business which relies on Altair Engineering Inc.'s network infrastructure and enterprise applications, cloud-based services, internal technology systems and website for development, marketing, operational, support and sales activities. A disruption or failure of these systems or in those of Altair Engineering Inc.'s external service providers, in the event of a major storm, earthquake, fire, telecommunications failure, cyber-attack, terrorist attack or other catastrophic event could cause system interruptions, reputational harm, delays in Altair Engineering Inc.'s product development and loss of critical data and could materially and adversely affect Altair Engineering Inc.'s ability to operate Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc.'s reliance on network infrastructure and enterprise applications impact their risk exposure?", 'gt_answer': "Altair Engineering Inc.'s high automation and reliance on network infrastructure, enterprise applications, cloud-based services, internal technology systems, and website for development, marketing, operational, support, and sales activities make them vulnerable to system interruptions, reputational harm, delays in product development, and loss of critical data in the event of a disruption or failure of these systems or those of their external service providers.", 'gt_context': "Security incidents have become more prevalent across industries and may occur on Altair Engineering Inc.'s systems. Security incidents may be caused by, or result in but are not limited to, security breaches, computer malware or malicious software, computer hacking, unauthorized access to confidential information, denial of service attacks, security system control failures in Altair Engineering Inc.'s own systems or from vendors Altair Engineering Inc. use, email phishing, software vulnerabilities, social engineering, sabotage and drive-by downloads. Such security incidents, whether intentional or otherwise, may result from actions of hackers, criminals, nation states, vendors, employees or customers.\nAltair Engineering Inc.'s company is a highly automated business which relies on Altair Engineering Inc.'s network infrastructure and enterprise applications, cloud-based services, internal technology systems and website for development, marketing, operational, support and sales activities. A disruption or failure of these systems or in those of Altair Engineering Inc.'s external service providers, in the event of a major storm, earthquake, fire, telecommunications failure, cyber-attack, terrorist attack or other catastrophic event could cause system interruptions, reputational harm, delays in Altair Engineering Inc.'s product development and loss of critical data and could materially and adversely affect Altair Engineering Inc.'s ability to operate Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What types of catastrophic events could potentially disrupt Altair Engineering Inc.'s operations?", 'gt_answer': "Major storms, earthquakes, fires, telecommunications failures, cyber-attacks, terrorist attacks, or other catastrophic events could disrupt Altair Engineering Inc.'s operations by causing system interruptions, reputational harm, delays in product development, and loss of critical data.", 'gt_context': "Security incidents have become more prevalent across industries and may occur on Altair Engineering Inc.'s systems. Security incidents may be caused by, or result in but are not limited to, security breaches, computer malware or malicious software, computer hacking, unauthorized access to confidential information, denial of service attacks, security system control failures in Altair Engineering Inc.'s own systems or from vendors Altair Engineering Inc. use, email phishing, software vulnerabilities, social engineering, sabotage and drive-by downloads. Such security incidents, whether intentional or otherwise, may result from actions of hackers, criminals, nation states, vendors, employees or customers.\nAltair Engineering Inc.'s company is a highly automated business which relies on Altair Engineering Inc.'s network infrastructure and enterprise applications, cloud-based services, internal technology systems and website for development, marketing, operational, support and sales activities. A disruption or failure of these systems or in those of Altair Engineering Inc.'s external service providers, in the event of a major storm, earthquake, fire, telecommunications failure, cyber-attack, terrorist attack or other catastrophic event could cause system interruptions, reputational harm, delays in Altair Engineering Inc.'s product development and loss of critical data and could materially and adversely affect Altair Engineering Inc.'s ability to operate Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the primary export control regulations that Altair Engineering Inc. must comply with?', 'gt_answer': "Altair Engineering Inc. must comply with the International Traffic in Arms Regulations (ITAR), Export Administration Regulations (EAR), United States Customs regulations, and various economic and trade sanctions regulations administered by the United States Treasury Department's Office of Foreign Assets Control.", 'gt_context': "Altair Engineering Inc.'s software, services and hardware are subject to export control and import laws and regulations. As a company headquartered in the United States Altair Engineering Inc. are subject to regulations, including the International Traffic in Arms Regulations, or ITAR, and Export Administration Regulations, or EAR, United States Customs regulations and various economic and trade sanctions regulations administered by the United States Treasury Department’s Office of Foreign Assets Control, presenting further risk of unexpected reporting and compliance costs. Compliance with these regulations may also prevent and restrict Altair Engineering Inc. from deriving revenue from potential customers in certain geographic locations for certain of Altair Engineering Inc.'s technologies.\nIf Altair Engineering Inc. fail to comply with these laws and regulations, Altair Engineering Inc. and certain of Altair Engineering Inc.'s employees could be subject to substantial civil or criminal penalties, including the possible loss of export or import privileges, fines which may be imposed on Altair Engineering Inc. and responsible employees or managers and, in extreme cases, the incarceration of responsible employees or managers. Obtaining the necessary authorizations, including any required license, for a particular sale may be time-consuming, is not guaranteed and may result in the delay or loss of sales opportunities. In addition, changes in Altair Engineering Inc.'s software or changes in applicable export or import regulations may create delays in the introduction and sale of Altair Engineering Inc.'s software in international markets, prevent Altair Engineering Inc.'s customers with international operations from deploying Altair Engineering Inc.'s software or, in some cases, prevent the export or import of Altair Engineering Inc.'s software to certain countries, governments or persons altogether."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences for Altair Engineering Inc. if they fail to comply with export control and import laws and regulations?', 'gt_answer': 'If Altair Engineering Inc. fails to comply with these laws and regulations, they and their employees could face substantial civil or criminal penalties, including the possible loss of export or import privileges, fines, and, in extreme cases, the incarceration of responsible employees or managers.', 'gt_context': "Altair Engineering Inc.'s software, services and hardware are subject to export control and import laws and regulations. As a company headquartered in the United States Altair Engineering Inc. are subject to regulations, including the International Traffic in Arms Regulations, or ITAR, and Export Administration Regulations, or EAR, United States Customs regulations and various economic and trade sanctions regulations administered by the United States Treasury Department’s Office of Foreign Assets Control, presenting further risk of unexpected reporting and compliance costs. Compliance with these regulations may also prevent and restrict Altair Engineering Inc. from deriving revenue from potential customers in certain geographic locations for certain of Altair Engineering Inc.'s technologies.\nIf Altair Engineering Inc. fail to comply with these laws and regulations, Altair Engineering Inc. and certain of Altair Engineering Inc.'s employees could be subject to substantial civil or criminal penalties, including the possible loss of export or import privileges, fines which may be imposed on Altair Engineering Inc. and responsible employees or managers and, in extreme cases, the incarceration of responsible employees or managers. Obtaining the necessary authorizations, including any required license, for a particular sale may be time-consuming, is not guaranteed and may result in the delay or loss of sales opportunities. In addition, changes in Altair Engineering Inc.'s software or changes in applicable export or import regulations may create delays in the introduction and sale of Altair Engineering Inc.'s software in international markets, prevent Altair Engineering Inc.'s customers with international operations from deploying Altair Engineering Inc.'s software or, in some cases, prevent the export or import of Altair Engineering Inc.'s software to certain countries, governments or persons altogether."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How can changes in export or import regulations affect Altair Engineering Inc.'s business operations?", 'gt_answer': "Changes in Altair Engineering Inc.'s software or changes in applicable export or import regulations may create delays in the introduction and sale of their software in international markets, prevent their customers with international operations from deploying their software, or, in some cases, prevent the export or import of their software to certain countries, governments, or persons altogether.", 'gt_context': "Altair Engineering Inc.'s software, services and hardware are subject to export control and import laws and regulations. As a company headquartered in the United States Altair Engineering Inc. are subject to regulations, including the International Traffic in Arms Regulations, or ITAR, and Export Administration Regulations, or EAR, United States Customs regulations and various economic and trade sanctions regulations administered by the United States Treasury Department’s Office of Foreign Assets Control, presenting further risk of unexpected reporting and compliance costs. Compliance with these regulations may also prevent and restrict Altair Engineering Inc. from deriving revenue from potential customers in certain geographic locations for certain of Altair Engineering Inc.'s technologies.\nIf Altair Engineering Inc. fail to comply with these laws and regulations, Altair Engineering Inc. and certain of Altair Engineering Inc.'s employees could be subject to substantial civil or criminal penalties, including the possible loss of export or import privileges, fines which may be imposed on Altair Engineering Inc. and responsible employees or managers and, in extreme cases, the incarceration of responsible employees or managers. Obtaining the necessary authorizations, including any required license, for a particular sale may be time-consuming, is not guaranteed and may result in the delay or loss of sales opportunities. In addition, changes in Altair Engineering Inc.'s software or changes in applicable export or import regulations may create delays in the introduction and sale of Altair Engineering Inc.'s software in international markets, prevent Altair Engineering Inc.'s customers with international operations from deploying Altair Engineering Inc.'s software or, in some cases, prevent the export or import of Altair Engineering Inc.'s software to certain countries, governments or persons altogether."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary regulation that Altair Engineering Inc. must comply with for its business in the European Economic Area?', 'gt_answer': 'The GDPR, which became effective in May 2018, is the primary regulation that Altair Engineering Inc. must comply with for its business in the European Economic Area.', 'gt_context': "The GDPR, which became effective in May 2018, applies to all Altair Engineering Inc.'s business conducted in the European Economic Area (the “EEA”). With Brexit in effect and the transition period having expired, Altair Engineering Inc.'s business in the United Kingdom is regulated by the U.K. GDPR. The GDPR and the U.K. GDPR (collectively, the “Regulations”) impose many obligations, and Altair Engineering Inc. will need to continue dedicating financial resources and management time to compliance and training in the coming years. The Regulations require, for example, that regulated entities expand disclosures about how personal data is used, mechanisms for obtaining consent from data subjects, controls for data subjects with respect to their personal data (including by enabling them to exercise rights to erasure and data portability), limitations on retention of personal data and mandatory data breach notifications. Additionally, the Regulations place companies under obligations relating to data transfers and the security of the personal data they process and there are substantial fines and penalties associated with infringement. For example, the GDPR provides that supervisory authorities in the European Union may impose administrative fines for certain infringements of the GDPR (up to EUR 20,000,000, or 4% of an undertaking’s total, worldwide, annual revenue, whichever is higher). Individuals who sustain damages because a regulated entity fails to comply with the GDPR have the right to seek compensation from such entity directly. Compliance with the Regulations and continued monitoring and training will require significant expenditure of resources on an ongoing basis, and there can be no assurance that the measures Altair Engineering Inc. have taken for the purposes of compliance will be successful in preventing infringements thereof. Given the potential fines, liabilities and damage to Altair Engineering Inc.'s reputation in the event of an actual or perceived"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential fines that Altair Engineering Inc. could face for non-compliance with the GDPR?', 'gt_answer': 'For certain infringements of the GDPR, supervisory authorities in the European Union may impose administrative fines up to EUR 20,000,000, or 4% of an undertaking’s total, worldwide, annual revenue, whichever is higher.', 'gt_context': "The GDPR, which became effective in May 2018, applies to all Altair Engineering Inc.'s business conducted in the European Economic Area (the “EEA”). With Brexit in effect and the transition period having expired, Altair Engineering Inc.'s business in the United Kingdom is regulated by the U.K. GDPR. The GDPR and the U.K. GDPR (collectively, the “Regulations”) impose many obligations, and Altair Engineering Inc. will need to continue dedicating financial resources and management time to compliance and training in the coming years. The Regulations require, for example, that regulated entities expand disclosures about how personal data is used, mechanisms for obtaining consent from data subjects, controls for data subjects with respect to their personal data (including by enabling them to exercise rights to erasure and data portability), limitations on retention of personal data and mandatory data breach notifications. Additionally, the Regulations place companies under obligations relating to data transfers and the security of the personal data they process and there are substantial fines and penalties associated with infringement. For example, the GDPR provides that supervisory authorities in the European Union may impose administrative fines for certain infringements of the GDPR (up to EUR 20,000,000, or 4% of an undertaking’s total, worldwide, annual revenue, whichever is higher). Individuals who sustain damages because a regulated entity fails to comply with the GDPR have the right to seek compensation from such entity directly. Compliance with the Regulations and continued monitoring and training will require significant expenditure of resources on an ongoing basis, and there can be no assurance that the measures Altair Engineering Inc. have taken for the purposes of compliance will be successful in preventing infringements thereof. Given the potential fines, liabilities and damage to Altair Engineering Inc.'s reputation in the event of an actual or perceived"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What additional obligations does the GDPR impose on companies like Altair Engineering Inc.?', 'gt_answer': 'The GDPR requires regulated entities to expand disclosures about how personal data is used, implement mechanisms for obtaining consent from data subjects, enable data subjects to exercise rights to erasure and data portability, limit retention of personal data, and provide mandatory data breach notifications.', 'gt_context': "The GDPR, which became effective in May 2018, applies to all Altair Engineering Inc.'s business conducted in the European Economic Area (the “EEA”). With Brexit in effect and the transition period having expired, Altair Engineering Inc.'s business in the United Kingdom is regulated by the U.K. GDPR. The GDPR and the U.K. GDPR (collectively, the “Regulations”) impose many obligations, and Altair Engineering Inc. will need to continue dedicating financial resources and management time to compliance and training in the coming years. The Regulations require, for example, that regulated entities expand disclosures about how personal data is used, mechanisms for obtaining consent from data subjects, controls for data subjects with respect to their personal data (including by enabling them to exercise rights to erasure and data portability), limitations on retention of personal data and mandatory data breach notifications. Additionally, the Regulations place companies under obligations relating to data transfers and the security of the personal data they process and there are substantial fines and penalties associated with infringement. For example, the GDPR provides that supervisory authorities in the European Union may impose administrative fines for certain infringements of the GDPR (up to EUR 20,000,000, or 4% of an undertaking’s total, worldwide, annual revenue, whichever is higher). Individuals who sustain damages because a regulated entity fails to comply with the GDPR have the right to seek compensation from such entity directly. Compliance with the Regulations and continued monitoring and training will require significant expenditure of resources on an ongoing basis, and there can be no assurance that the measures Altair Engineering Inc. have taken for the purposes of compliance will be successful in preventing infringements thereof. Given the potential fines, liabilities and damage to Altair Engineering Inc.'s reputation in the event of an actual or perceived"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary concern for Altair Engineering Inc. regarding the taxation of international businesses?', 'gt_answer': 'The primary concern for Altair Engineering Inc. is the potential increase in worldwide effective tax rate and the amount of taxes paid due to changes in the taxation of international business activities, which may seriously harm their business.', 'gt_context': "Altair Engineering Inc. are subject to income tax in the numerous jurisdictions in which Altair Engineering Inc. operate. Reforming the taxation of international businesses has been a priority for politicians, and a wide variety of potential changes have been proposed. Some proposals, several of which have been enacted, impose incremental taxes on gross revenue, regardless of profitability. Furthermore, it is reasonable to expect that global taxing authorities will be reviewing current legislation for potential modifications in reaction to the implementation of the 2017 Tax Cuts and Jobs Act (the “Tax Act”) in the U.S. Due to the large and expanding scale of Altair Engineering Inc.'s international business activities, any changes in the taxation of such activities may increase Altair Engineering Inc.'s worldwide effective tax rate and the amount of taxes Altair Engineering Inc. pay and seriously harm Altair Engineering Inc.'s business.\nIn the U.S., the Tax Act enacted on December 22, 2017 significantly affected U.S. tax law by changing how the U.S. imposes income tax on multinational corporations. The U.S. Department of Treasury has broad authority to issue regulations and interpretative guidance that may significantly impact how Altair Engineering Inc. will apply the law and impact Altair Engineering Inc.'s results of operations in the period issued. It is possible that U.S. tax law will be modified by increasing corporate tax rates, eliminating, or modifying some of the provisions enacted in the 2017 Tax Act or other changes that could have an adverse effect on Altair Engineering Inc.."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How has the 2017 Tax Cuts and Jobs Act affected Altair Engineering Inc.?', 'gt_answer': 'The 2017 Tax Cuts and Jobs Act significantly affected U.S. tax law by changing how the U.S. imposes income tax on multinational corporations, including Altair Engineering Inc. The U.S. Department of Treasury has broad authority to issue regulations and interpretative guidance that may significantly impact how Altair Engineering Inc. applies the law and impact their results of operations.', 'gt_context': "Altair Engineering Inc. are subject to income tax in the numerous jurisdictions in which Altair Engineering Inc. operate. Reforming the taxation of international businesses has been a priority for politicians, and a wide variety of potential changes have been proposed. Some proposals, several of which have been enacted, impose incremental taxes on gross revenue, regardless of profitability. Furthermore, it is reasonable to expect that global taxing authorities will be reviewing current legislation for potential modifications in reaction to the implementation of the 2017 Tax Cuts and Jobs Act (the “Tax Act”) in the U.S. Due to the large and expanding scale of Altair Engineering Inc.'s international business activities, any changes in the taxation of such activities may increase Altair Engineering Inc.'s worldwide effective tax rate and the amount of taxes Altair Engineering Inc. pay and seriously harm Altair Engineering Inc.'s business.\nIn the U.S., the Tax Act enacted on December 22, 2017 significantly affected U.S. tax law by changing how the U.S. imposes income tax on multinational corporations. The U.S. Department of Treasury has broad authority to issue regulations and interpretative guidance that may significantly impact how Altair Engineering Inc. will apply the law and impact Altair Engineering Inc.'s results of operations in the period issued. It is possible that U.S. tax law will be modified by increasing corporate tax rates, eliminating, or modifying some of the provisions enacted in the 2017 Tax Act or other changes that could have an adverse effect on Altair Engineering Inc.."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What potential changes in U.S. tax law could have an adverse effect on Altair Engineering Inc.?', 'gt_answer': 'Potential changes in U.S. tax law that could have an adverse effect on Altair Engineering Inc. include increasing corporate tax rates, eliminating, or modifying some of the provisions enacted in the 2017 Tax Act, or other changes that could negatively impact their business.', 'gt_context': "Altair Engineering Inc. are subject to income tax in the numerous jurisdictions in which Altair Engineering Inc. operate. Reforming the taxation of international businesses has been a priority for politicians, and a wide variety of potential changes have been proposed. Some proposals, several of which have been enacted, impose incremental taxes on gross revenue, regardless of profitability. Furthermore, it is reasonable to expect that global taxing authorities will be reviewing current legislation for potential modifications in reaction to the implementation of the 2017 Tax Cuts and Jobs Act (the “Tax Act”) in the U.S. Due to the large and expanding scale of Altair Engineering Inc.'s international business activities, any changes in the taxation of such activities may increase Altair Engineering Inc.'s worldwide effective tax rate and the amount of taxes Altair Engineering Inc. pay and seriously harm Altair Engineering Inc.'s business.\nIn the U.S., the Tax Act enacted on December 22, 2017 significantly affected U.S. tax law by changing how the U.S. imposes income tax on multinational corporations. The U.S. Department of Treasury has broad authority to issue regulations and interpretative guidance that may significantly impact how Altair Engineering Inc. will apply the law and impact Altair Engineering Inc.'s results of operations in the period issued. It is possible that U.S. tax law will be modified by increasing corporate tax rates, eliminating, or modifying some of the provisions enacted in the 2017 Tax Act or other changes that could have an adverse effect on Altair Engineering Inc.."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s business operations?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s business operations is the potential for non-compliance with various federal, state, local, and foreign governmental regulations, which could result in investigations, sanctions, mandatory product recalls, enforcement actions, disgorgement of profits, fines, damages, civil and criminal penalties, or injunctions.", 'gt_context': "Altair Engineering Inc.'s business is subject to regulation by various federal, state, local and foreign governmental agencies, including agencies responsible for monitoring and enforcing employment and labor laws, workplace safety and environmental laws, privacy and data protection laws, financial services laws, anti-bribery laws, import and export controls, federal securities laws and tax laws and regulations. In certain foreign jurisdictions, these regulatory requirements may be more stringent than those in the United States. These laws and regulations are subject to change over time and thus Altair Engineering Inc. must continue to monitor and dedicate resources to ensure continued compliance. Non-compliance with applicable regulations or requirements could subject Altair Engineering Inc. to investigations, sanctions, mandatory product recalls, enforcement actions, disgorgement of profits, fines, damages, civil and criminal penalties or injunctions. If any governmental sanctions are imposed, or if Altair Engineering Inc. do not prevail in any possible civil or criminal litigation, Altair Engineering Inc.'s business, operating results, and financial condition could be materially adversely affected. In addition, responding to any action will likely result in a significant diversion of management’s attention and resources and an increase in professional fees. Enforcement actions and sanctions could harm Altair Engineering Inc.'s business, operating results and financial condition.\nIf Altair Engineering Inc. or any of Altair Engineering Inc.'s employees violate the FCPA, the U.K. Bribery Act or similar anti-bribery laws Altair Engineering Inc. could be adversely affected."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What specific anti-bribery laws are mentioned in the context of Altair Engineering Inc.'s risk factors?", 'gt_answer': "The specific anti-bribery laws mentioned in the context of Altair Engineering Inc.'s risk factors are the Foreign Corrupt Practices Act (FCPA) and the U.K. Bribery Act.", 'gt_context': "Altair Engineering Inc.'s business is subject to regulation by various federal, state, local and foreign governmental agencies, including agencies responsible for monitoring and enforcing employment and labor laws, workplace safety and environmental laws, privacy and data protection laws, financial services laws, anti-bribery laws, import and export controls, federal securities laws and tax laws and regulations. In certain foreign jurisdictions, these regulatory requirements may be more stringent than those in the United States. These laws and regulations are subject to change over time and thus Altair Engineering Inc. must continue to monitor and dedicate resources to ensure continued compliance. Non-compliance with applicable regulations or requirements could subject Altair Engineering Inc. to investigations, sanctions, mandatory product recalls, enforcement actions, disgorgement of profits, fines, damages, civil and criminal penalties or injunctions. If any governmental sanctions are imposed, or if Altair Engineering Inc. do not prevail in any possible civil or criminal litigation, Altair Engineering Inc.'s business, operating results, and financial condition could be materially adversely affected. In addition, responding to any action will likely result in a significant diversion of management’s attention and resources and an increase in professional fees. Enforcement actions and sanctions could harm Altair Engineering Inc.'s business, operating results and financial condition.\nIf Altair Engineering Inc. or any of Altair Engineering Inc.'s employees violate the FCPA, the U.K. Bribery Act or similar anti-bribery laws Altair Engineering Inc. could be adversely affected."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could be the consequences for Altair Engineering Inc. if they or any of their employees violate the FCPA or the U.K. Bribery Act?', 'gt_answer': "If Altair Engineering Inc. or any of their employees violate the FCPA or the U.K. Bribery Act, it could result in investigations, sanctions, enforcement actions, disgorgement of profits, fines, damages, civil and criminal penalties, or injunctions, which could harm Altair Engineering Inc.'s business, operating results, and financial condition.", 'gt_context': "Altair Engineering Inc.'s business is subject to regulation by various federal, state, local and foreign governmental agencies, including agencies responsible for monitoring and enforcing employment and labor laws, workplace safety and environmental laws, privacy and data protection laws, financial services laws, anti-bribery laws, import and export controls, federal securities laws and tax laws and regulations. In certain foreign jurisdictions, these regulatory requirements may be more stringent than those in the United States. These laws and regulations are subject to change over time and thus Altair Engineering Inc. must continue to monitor and dedicate resources to ensure continued compliance. Non-compliance with applicable regulations or requirements could subject Altair Engineering Inc. to investigations, sanctions, mandatory product recalls, enforcement actions, disgorgement of profits, fines, damages, civil and criminal penalties or injunctions. If any governmental sanctions are imposed, or if Altair Engineering Inc. do not prevail in any possible civil or criminal litigation, Altair Engineering Inc.'s business, operating results, and financial condition could be materially adversely affected. In addition, responding to any action will likely result in a significant diversion of management’s attention and resources and an increase in professional fees. Enforcement actions and sanctions could harm Altair Engineering Inc.'s business, operating results and financial condition.\nIf Altair Engineering Inc. or any of Altair Engineering Inc.'s employees violate the FCPA, the U.K. Bribery Act or similar anti-bribery laws Altair Engineering Inc. could be adversely affected."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences for Altair Engineering Inc. if they fail to comply with data protection laws?', 'gt_answer': "Altair Engineering Inc.'s failure to comply with data protection laws may result in governmental actions, fines and non-monetary penalties, or civil actions, which may harm their business.", 'gt_context': "Data protection laws and regulations may require Altair Engineering Inc. to implement privacy and security policies, permit individuals to access, correct and delete their own personal information collected, stored or maintained by Altair Engineering Inc., inform individuals of security breaches that affect their personal information, and, in some cases, obtain individuals’ consent to use or disclose their personal information for certain purposes. Governments could prohibit any personal information collected in a country from being transferred or disclosed outside of that country. Altair Engineering Inc. also may find it necessary or desirable to join industry or other self-regulatory bodies or other information security, or data protection, related organizations that require compliance with their rules pertaining to information security and data protection. Altair Engineering Inc. may agree to be bound by additional contractual obligations relating to Altair Engineering Inc.'s collection, use and disclosure of personal, financial and other data. Altair Engineering Inc.'s failure to comply with these data protection laws or any actual or suspected security incident may result in governmental actions, fines and non-monetary penalties, or civil actions, which may harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What specific data protection requirements might Altair Engineering Inc. need to implement?', 'gt_answer': 'Altair Engineering Inc. may need to implement privacy and security policies, permit individuals to access, correct and delete their own personal information, inform individuals of security breaches that affect their personal information, and, in some cases, obtain individuals’ consent to use or disclose their personal information for certain purposes.', 'gt_context': "Data protection laws and regulations may require Altair Engineering Inc. to implement privacy and security policies, permit individuals to access, correct and delete their own personal information collected, stored or maintained by Altair Engineering Inc., inform individuals of security breaches that affect their personal information, and, in some cases, obtain individuals’ consent to use or disclose their personal information for certain purposes. Governments could prohibit any personal information collected in a country from being transferred or disclosed outside of that country. Altair Engineering Inc. also may find it necessary or desirable to join industry or other self-regulatory bodies or other information security, or data protection, related organizations that require compliance with their rules pertaining to information security and data protection. Altair Engineering Inc. may agree to be bound by additional contractual obligations relating to Altair Engineering Inc.'s collection, use and disclosure of personal, financial and other data. Altair Engineering Inc.'s failure to comply with these data protection laws or any actual or suspected security incident may result in governmental actions, fines and non-monetary penalties, or civil actions, which may harm Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What additional obligations might Altair Engineering Inc. agree to regarding the collection, use, and disclosure of personal, financial, and other data?', 'gt_answer': 'Altair Engineering Inc. may find it necessary or desirable to join industry or other self-regulatory bodies or other information security, or data protection, related organizations that require compliance with their rules pertaining to information security and data protection. They may also agree to be bound by additional contractual obligations relating to their collection, use and disclosure of personal, financial and other data.', 'gt_context': "Data protection laws and regulations may require Altair Engineering Inc. to implement privacy and security policies, permit individuals to access, correct and delete their own personal information collected, stored or maintained by Altair Engineering Inc., inform individuals of security breaches that affect their personal information, and, in some cases, obtain individuals’ consent to use or disclose their personal information for certain purposes. Governments could prohibit any personal information collected in a country from being transferred or disclosed outside of that country. Altair Engineering Inc. also may find it necessary or desirable to join industry or other self-regulatory bodies or other information security, or data protection, related organizations that require compliance with their rules pertaining to information security and data protection. Altair Engineering Inc. may agree to be bound by additional contractual obligations relating to Altair Engineering Inc.'s collection, use and disclosure of personal, financial and other data. Altair Engineering Inc.'s failure to comply with these data protection laws or any actual or suspected security incident may result in governmental actions, fines and non-monetary penalties, or civil actions, which may harm Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary concern regarding the increasing number of jurisdictions with data privacy regulations for Altair Engineering Inc.?', 'gt_answer': 'The primary concern is that Altair Engineering Inc. may need to increase the amount they expend on compliance and training in the area of data privacy as their global footprint expands.', 'gt_context': "As the number of jurisdictions with data privacy regulations increase and Altair Engineering Inc.'s global footprint expands, it may be necessary for Altair Engineering Inc. to increase the amount Altair Engineering Inc. expend on compliance and training in this area.\nRisks related to ownership of Altair Engineering Inc.'s Class A common stock\nAn active public trading market for Altair Engineering Inc.'s Class A common stock may not be sustained.\nPrior to Altair Engineering Inc.'s initial public offering in the fourth quarter of 2017, there had been no public market or active private market for trading shares of Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc.'s Class A common stock is listed on the Nasdaq Global Select Market under the symbol “ALTR.” However, Altair Engineering Inc. cannot assure you that an active trading market will be sustained. The lack of an active market may impair your ability to sell your shares at the time you wish to sell them or at a price that you consider reasonable. The lack of an active market may also reduce the price of shares of Class A common stock. An inactive market may impair Altair Engineering Inc.'s ability to raise capital by selling shares and Altair Engineering Inc.'s ability to use Altair Engineering Inc.'s capital stock to acquire other companies or technologies. Altair Engineering Inc. cannot predict the prices at which Altair Engineering Inc.'s Class A common stock will trade.\nThe market price of Altair Engineering Inc.'s Class A common stock can be volatile."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk associated with the public trading market for Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The risk is that an active public trading market for Altair Engineering Inc.'s Class A common stock may not be sustained, which could impair the ability to sell shares at the desired time or price, reduce the share price, and impact the company's ability to raise capital or use its capital stock for acquisitions.", 'gt_context': "As the number of jurisdictions with data privacy regulations increase and Altair Engineering Inc.'s global footprint expands, it may be necessary for Altair Engineering Inc. to increase the amount Altair Engineering Inc. expend on compliance and training in this area.\nRisks related to ownership of Altair Engineering Inc.'s Class A common stock\nAn active public trading market for Altair Engineering Inc.'s Class A common stock may not be sustained.\nPrior to Altair Engineering Inc.'s initial public offering in the fourth quarter of 2017, there had been no public market or active private market for trading shares of Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc.'s Class A common stock is listed on the Nasdaq Global Select Market under the symbol “ALTR.” However, Altair Engineering Inc. cannot assure you that an active trading market will be sustained. The lack of an active market may impair your ability to sell your shares at the time you wish to sell them or at a price that you consider reasonable. The lack of an active market may also reduce the price of shares of Class A common stock. An inactive market may impair Altair Engineering Inc.'s ability to raise capital by selling shares and Altair Engineering Inc.'s ability to use Altair Engineering Inc.'s capital stock to acquire other companies or technologies. Altair Engineering Inc. cannot predict the prices at which Altair Engineering Inc.'s Class A common stock will trade.\nThe market price of Altair Engineering Inc.'s Class A common stock can be volatile."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the nature of the volatility risk associated with the market price of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The market price of Altair Engineering Inc.'s Class A common stock can be volatile, and the company cannot predict the prices at which their Class A common stock will trade.", 'gt_context': "As the number of jurisdictions with data privacy regulations increase and Altair Engineering Inc.'s global footprint expands, it may be necessary for Altair Engineering Inc. to increase the amount Altair Engineering Inc. expend on compliance and training in this area.\nRisks related to ownership of Altair Engineering Inc.'s Class A common stock\nAn active public trading market for Altair Engineering Inc.'s Class A common stock may not be sustained.\nPrior to Altair Engineering Inc.'s initial public offering in the fourth quarter of 2017, there had been no public market or active private market for trading shares of Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc.'s Class A common stock is listed on the Nasdaq Global Select Market under the symbol “ALTR.” However, Altair Engineering Inc. cannot assure you that an active trading market will be sustained. The lack of an active market may impair your ability to sell your shares at the time you wish to sell them or at a price that you consider reasonable. The lack of an active market may also reduce the price of shares of Class A common stock. An inactive market may impair Altair Engineering Inc.'s ability to raise capital by selling shares and Altair Engineering Inc.'s ability to use Altair Engineering Inc.'s capital stock to acquire other companies or technologies. Altair Engineering Inc. cannot predict the prices at which Altair Engineering Inc.'s Class A common stock will trade.\nThe market price of Altair Engineering Inc.'s Class A common stock can be volatile."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary concern regarding the implementation of the California Consumer Privacy Act (CCPA), the California Privacy Rights Act (CPRA), and the Virginia Consumer Data Protection Act for Altair Engineering Inc.?', 'gt_answer': "The primary concern is the uncertainty surrounding how regulators, courts, or commercial parties will interpret these data protection laws, which could impact Altair Engineering Inc.'s compliance efforts and potential liabilities.", 'gt_context': "currently scheduled to become effective in 2023. It remains unclear how the regulators, courts or commercial parties will interpret the CCPA, the CPRA or the Virginia Law. Altair Engineering Inc. may also be subject to new comprehensive data protection laws including legislation currently pending in other states including Washington and New York. Altair Engineering Inc. may also from time to time be subject to, or face assertions that Altair Engineering Inc. are subject to, additional obligations relating to personal information by contract or due to assertions that self-regulatory obligations or industry standards apply to Altair Engineering Inc.'s practices. Altair Engineering Inc.'s failure to comply with any of these data protection laws self-regulatory obligations or industry standards or any actual or suspected security incident may result in governmental actions, fines and non-monetary penalties, or civil liability, which may harm Altair Engineering Inc.'s business.\nProposed or new legislation and regulations could significantly affect Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences for Altair Engineering Inc. if they fail to comply with data protection laws, self-regulatory obligations, or industry standards, or experience a security incident?', 'gt_answer': "Failure to comply with data protection laws, self-regulatory obligations, or industry standards, or experiencing a security incident may result in governmental actions, fines, non-monetary penalties, or civil liability, which could harm Altair Engineering Inc.'s business.", 'gt_context': "currently scheduled to become effective in 2023. It remains unclear how the regulators, courts or commercial parties will interpret the CCPA, the CPRA or the Virginia Law. Altair Engineering Inc. may also be subject to new comprehensive data protection laws including legislation currently pending in other states including Washington and New York. Altair Engineering Inc. may also from time to time be subject to, or face assertions that Altair Engineering Inc. are subject to, additional obligations relating to personal information by contract or due to assertions that self-regulatory obligations or industry standards apply to Altair Engineering Inc.'s practices. Altair Engineering Inc.'s failure to comply with any of these data protection laws self-regulatory obligations or industry standards or any actual or suspected security incident may result in governmental actions, fines and non-monetary penalties, or civil liability, which may harm Altair Engineering Inc.'s business.\nProposed or new legislation and regulations could significantly affect Altair Engineering Inc.'s business."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What other data protection laws or regulations might Altair Engineering Inc. be subject to in the future, and how could they impact the company's business?", 'gt_answer': "Altair Engineering Inc. may be subject to new comprehensive data protection laws, including legislation currently pending in states like Washington and New York. These new laws could significantly affect Altair Engineering Inc.'s business by imposing additional obligations and potential liabilities related to personal information.", 'gt_context': "currently scheduled to become effective in 2023. It remains unclear how the regulators, courts or commercial parties will interpret the CCPA, the CPRA or the Virginia Law. Altair Engineering Inc. may also be subject to new comprehensive data protection laws including legislation currently pending in other states including Washington and New York. Altair Engineering Inc. may also from time to time be subject to, or face assertions that Altair Engineering Inc. are subject to, additional obligations relating to personal information by contract or due to assertions that self-regulatory obligations or industry standards apply to Altair Engineering Inc.'s practices. Altair Engineering Inc.'s failure to comply with any of these data protection laws self-regulatory obligations or industry standards or any actual or suspected security incident may result in governmental actions, fines and non-monetary penalties, or civil liability, which may harm Altair Engineering Inc.'s business.\nProposed or new legislation and regulations could significantly affect Altair Engineering Inc.'s business."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the impact of financial analysts' failure to maintain coverage of Altair Engineering Inc. on the company's stock price?", 'gt_answer': "The failure of financial analysts to maintain coverage of Altair Engineering Inc. can lead to changes in financial estimates or the company's failure to meet these estimates or investor expectations, which can negatively affect the stock price.", 'gt_context': "•\nfailure of financial analysts to maintain coverage of Altair Engineering Inc., changes in financial estimates by any analysts who follow Altair Engineering Inc.'s company, or Altair Engineering Inc.'s failure to meet these estimates or the expectations of investors;\n•\nthe financial projections Altair Engineering Inc. may provide to the public, any changes in these projections or Altair Engineering Inc.'s failure to meet these projections;\n•\nannouncements by Altair Engineering Inc. or Altair Engineering Inc.'s competitors of new software or new or terminated significant contracts, commercial relationships or capital commitments;\n•\npublic analyst or investor reaction to Altair Engineering Inc.'s press releases, other public announcements and filings with the SEC;\n•\nrumors and market speculation involving Altair Engineering Inc. or other companies in Altair Engineering Inc.'s industry;\n•\nactual or anticipated changes or fluctuations in Altair Engineering Inc.'s operating results;\n•\nactual or anticipated developments in Altair Engineering Inc.'s business, Altair Engineering Inc.'s customers’ businesses, or Altair Engineering Inc.'s competitors’ businesses or the competitive landscape generally;\n•\nlitigation involving Altair Engineering Inc., Altair Engineering Inc.'s industry or both, or investigations by regulators into Altair Engineering Inc.'s operations or those of Altair Engineering Inc.'s competitors;\n•\ndevelopments or disputes concerning Altair Engineering Inc.'s intellectual property or Altair Engineering Inc.'s solutions, or third party proprietary rights;\n•\nannounced or completed acquisitions of businesses or technologies by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\nnew laws or regulations or new interpretations of existing laws or regulations applicable to Altair Engineering Inc.'s business;\n•\nchanges in accounting standards, policies, guidelines, interpretations or principles;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How can public announcements and filings with the SEC affect Altair Engineering Inc.'s stock price?", 'gt_answer': "Public analyst or investor reaction to Altair Engineering Inc.'s press releases, other public announcements, and filings with the SEC can cause fluctuations in the stock price, as these announcements and filings provide information about the company's performance and future prospects.", 'gt_context': "•\nfailure of financial analysts to maintain coverage of Altair Engineering Inc., changes in financial estimates by any analysts who follow Altair Engineering Inc.'s company, or Altair Engineering Inc.'s failure to meet these estimates or the expectations of investors;\n•\nthe financial projections Altair Engineering Inc. may provide to the public, any changes in these projections or Altair Engineering Inc.'s failure to meet these projections;\n•\nannouncements by Altair Engineering Inc. or Altair Engineering Inc.'s competitors of new software or new or terminated significant contracts, commercial relationships or capital commitments;\n•\npublic analyst or investor reaction to Altair Engineering Inc.'s press releases, other public announcements and filings with the SEC;\n•\nrumors and market speculation involving Altair Engineering Inc. or other companies in Altair Engineering Inc.'s industry;\n•\nactual or anticipated changes or fluctuations in Altair Engineering Inc.'s operating results;\n•\nactual or anticipated developments in Altair Engineering Inc.'s business, Altair Engineering Inc.'s customers’ businesses, or Altair Engineering Inc.'s competitors’ businesses or the competitive landscape generally;\n•\nlitigation involving Altair Engineering Inc., Altair Engineering Inc.'s industry or both, or investigations by regulators into Altair Engineering Inc.'s operations or those of Altair Engineering Inc.'s competitors;\n•\ndevelopments or disputes concerning Altair Engineering Inc.'s intellectual property or Altair Engineering Inc.'s solutions, or third party proprietary rights;\n•\nannounced or completed acquisitions of businesses or technologies by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\nnew laws or regulations or new interpretations of existing laws or regulations applicable to Altair Engineering Inc.'s business;\n•\nchanges in accounting standards, policies, guidelines, interpretations or principles;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What types of litigation or investigations can impact Altair Engineering Inc.'s stock price?", 'gt_answer': "Litigation involving Altair Engineering Inc., its industry, or both, as well as investigations by regulators into the company's operations or those of its competitors, can negatively affect the stock price by creating uncertainty and potential financial liabilities for the company.", 'gt_context': "•\nfailure of financial analysts to maintain coverage of Altair Engineering Inc., changes in financial estimates by any analysts who follow Altair Engineering Inc.'s company, or Altair Engineering Inc.'s failure to meet these estimates or the expectations of investors;\n•\nthe financial projections Altair Engineering Inc. may provide to the public, any changes in these projections or Altair Engineering Inc.'s failure to meet these projections;\n•\nannouncements by Altair Engineering Inc. or Altair Engineering Inc.'s competitors of new software or new or terminated significant contracts, commercial relationships or capital commitments;\n•\npublic analyst or investor reaction to Altair Engineering Inc.'s press releases, other public announcements and filings with the SEC;\n•\nrumors and market speculation involving Altair Engineering Inc. or other companies in Altair Engineering Inc.'s industry;\n•\nactual or anticipated changes or fluctuations in Altair Engineering Inc.'s operating results;\n•\nactual or anticipated developments in Altair Engineering Inc.'s business, Altair Engineering Inc.'s customers’ businesses, or Altair Engineering Inc.'s competitors’ businesses or the competitive landscape generally;\n•\nlitigation involving Altair Engineering Inc., Altair Engineering Inc.'s industry or both, or investigations by regulators into Altair Engineering Inc.'s operations or those of Altair Engineering Inc.'s competitors;\n•\ndevelopments or disputes concerning Altair Engineering Inc.'s intellectual property or Altair Engineering Inc.'s solutions, or third party proprietary rights;\n•\nannounced or completed acquisitions of businesses or technologies by Altair Engineering Inc. or Altair Engineering Inc.'s competitors;\n•\nnew laws or regulations or new interpretations of existing laws or regulations applicable to Altair Engineering Inc.'s business;\n•\nchanges in accounting standards, policies, guidelines, interpretations or principles;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What regulatory authority is mentioned in the context as potentially requiring additional financial and management resources from Altair Engineering Inc.?', 'gt_answer': 'The SEC or other regulatory authorities.', 'gt_context': "on which Altair Engineering Inc.'s securities are listed, the SEC, or other regulatory authorities, which could require additional financial and management resources."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'In which section of the 10K filing are the most significant risks that apply to Altair Engineering Inc. or its securities typically found?', 'gt_answer': "Item 1A 'Risk Factors'.", 'gt_context': "on which Altair Engineering Inc.'s securities are listed, the SEC, or other regulatory authorities, which could require additional financial and management resources."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How are the risk factors generally listed in the 'Risk Factors' section of a 10K filing?", 'gt_answer': 'In order of their importance.', 'gt_context': "on which Altair Engineering Inc.'s securities are listed, the SEC, or other regulatory authorities, which could require additional financial and management resources."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential impacts of changes in accounting standards on Altair Engineering Inc.?', 'gt_answer': "Changes in accounting standards, policies, guidelines, interpretations or principles can significantly affect Altair Engineering Inc.'s financial reporting and, consequently, its stock price.", 'gt_context': "•\nchanges in accounting standards, policies, guidelines, interpretations or principles;\n•\nany major changes in Altair Engineering Inc.'s management or Altair Engineering Inc.'s board of directors;\n•\ngeneral economic conditions and slow or negative growth of Altair Engineering Inc.'s markets; and\n•\nother events or factors, including those resulting from major weather events, war, potential global health issues, incidents of terrorism or responses to these events.\nIn addition, the stock market in general, and the market for technology companies in particular, have experienced extreme price and volume fluctuations that have often been unrelated or disproportionate to the operating performance of those companies. Broad market and industry factors may affect the market price of Altair Engineering Inc.'s Class A common stock, regardless of Altair Engineering Inc.'s actual operating performance. In the past, following periods of volatility in the overall market and the market prices of a particular company’s securities, securities class action litigation has often been instituted against that company. Altair Engineering Inc. may become the target of this type of litigation in the future. Securities litigation, if instituted against Altair Engineering Inc., could result in substantial costs and divert Altair Engineering Inc.'s management’s attention and resources from Altair Engineering Inc.'s business.\nAltair Engineering Inc. do not intend to pay dividends in the foreseeable future. As a result, your ability to achieve a return on your investment will depend on appreciation in the price of Altair Engineering Inc.'s Class A common stock."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How can changes in Altair Engineering Inc.'s management or board of directors affect the company?", 'gt_answer': "Major changes in Altair Engineering Inc.'s management or board of directors can lead to strategic shifts, operational disruptions, or changes in corporate governance, which may impact the company's performance and stock price.", 'gt_context': "•\nchanges in accounting standards, policies, guidelines, interpretations or principles;\n•\nany major changes in Altair Engineering Inc.'s management or Altair Engineering Inc.'s board of directors;\n•\ngeneral economic conditions and slow or negative growth of Altair Engineering Inc.'s markets; and\n•\nother events or factors, including those resulting from major weather events, war, potential global health issues, incidents of terrorism or responses to these events.\nIn addition, the stock market in general, and the market for technology companies in particular, have experienced extreme price and volume fluctuations that have often been unrelated or disproportionate to the operating performance of those companies. Broad market and industry factors may affect the market price of Altair Engineering Inc.'s Class A common stock, regardless of Altair Engineering Inc.'s actual operating performance. In the past, following periods of volatility in the overall market and the market prices of a particular company’s securities, securities class action litigation has often been instituted against that company. Altair Engineering Inc. may become the target of this type of litigation in the future. Securities litigation, if instituted against Altair Engineering Inc., could result in substantial costs and divert Altair Engineering Inc.'s management’s attention and resources from Altair Engineering Inc.'s business.\nAltair Engineering Inc. do not intend to pay dividends in the foreseeable future. As a result, your ability to achieve a return on your investment will depend on appreciation in the price of Altair Engineering Inc.'s Class A common stock."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What external factors can influence the market price of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "General economic conditions, slow or negative growth in Altair Engineering Inc.'s markets, major weather events, war, potential global health issues, incidents of terrorism, or responses to these events can all influence the market price of Altair Engineering Inc.'s Class A common stock, regardless of the company's actual operating performance.", 'gt_context': "•\nchanges in accounting standards, policies, guidelines, interpretations or principles;\n•\nany major changes in Altair Engineering Inc.'s management or Altair Engineering Inc.'s board of directors;\n•\ngeneral economic conditions and slow or negative growth of Altair Engineering Inc.'s markets; and\n•\nother events or factors, including those resulting from major weather events, war, potential global health issues, incidents of terrorism or responses to these events.\nIn addition, the stock market in general, and the market for technology companies in particular, have experienced extreme price and volume fluctuations that have often been unrelated or disproportionate to the operating performance of those companies. Broad market and industry factors may affect the market price of Altair Engineering Inc.'s Class A common stock, regardless of Altair Engineering Inc.'s actual operating performance. In the past, following periods of volatility in the overall market and the market prices of a particular company’s securities, securities class action litigation has often been instituted against that company. Altair Engineering Inc. may become the target of this type of litigation in the future. Securities litigation, if instituted against Altair Engineering Inc., could result in substantial costs and divert Altair Engineering Inc.'s management’s attention and resources from Altair Engineering Inc.'s business.\nAltair Engineering Inc. do not intend to pay dividends in the foreseeable future. As a result, your ability to achieve a return on your investment will depend on appreciation in the price of Altair Engineering Inc.'s Class A common stock."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with investing in Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The primary risk associated with investing in Altair Engineering Inc.'s Class A common stock is its volatile market price, which may fluctuate substantially due to various factors, many of which are beyond the company's control.", 'gt_context': "The market price of Altair Engineering Inc.'s Class A common stock can be volatile.\nThe market price of Altair Engineering Inc.'s Class A common stock has and may continue to fluctuate from time to time. Altair Engineering Inc.'s market price may continue to fluctuate substantially depending on a number of factors, many of which are beyond Altair Engineering Inc.'s control and may not be related to Altair Engineering Inc.'s operating performance. These fluctuations could cause you to lose all or part of your investment in Altair Engineering Inc.'s Class A common stock, since you might not be able to sell your shares at or above the price you paid for Altair Engineering Inc.'s Class A common stock. Factors that could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock include the following:\n•\nprice and volume fluctuations in the overall stock market from time to time, including as a result of trends in the economy as a whole;\n•\nvolatility in the market prices and trading volumes of technology stocks;\n•\nchanges in operating performance and stock market valuations of other technology companies generally, or those in Altair Engineering Inc.'s industries in particular;\n•\nthe volume of shares of Altair Engineering Inc.'s Class A common stock available for public sale;\n•\nsales of shares of Altair Engineering Inc.'s Class A common stock;\n•\nadditional shares of Altair Engineering Inc.'s Class A common stock being sold into the market by Altair Engineering Inc.'s existing stockholders, or the anticipation of such sales, including sales of Altair Engineering Inc.'s Class A common stock upon exercise of outstanding options or upon conversion of Altair Engineering Inc.'s Class B common stock into shares of Class A common stock;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What factors could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "Factors that could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock include price and volume fluctuations in the overall stock market, volatility in the market prices and trading volumes of technology stocks, changes in operating performance and stock market valuations of other technology companies, the volume of shares available for public sale, sales of shares by existing stockholders, and additional shares being sold into the market.", 'gt_context': "The market price of Altair Engineering Inc.'s Class A common stock can be volatile.\nThe market price of Altair Engineering Inc.'s Class A common stock has and may continue to fluctuate from time to time. Altair Engineering Inc.'s market price may continue to fluctuate substantially depending on a number of factors, many of which are beyond Altair Engineering Inc.'s control and may not be related to Altair Engineering Inc.'s operating performance. These fluctuations could cause you to lose all or part of your investment in Altair Engineering Inc.'s Class A common stock, since you might not be able to sell your shares at or above the price you paid for Altair Engineering Inc.'s Class A common stock. Factors that could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock include the following:\n•\nprice and volume fluctuations in the overall stock market from time to time, including as a result of trends in the economy as a whole;\n•\nvolatility in the market prices and trading volumes of technology stocks;\n•\nchanges in operating performance and stock market valuations of other technology companies generally, or those in Altair Engineering Inc.'s industries in particular;\n•\nthe volume of shares of Altair Engineering Inc.'s Class A common stock available for public sale;\n•\nsales of shares of Altair Engineering Inc.'s Class A common stock;\n•\nadditional shares of Altair Engineering Inc.'s Class A common stock being sold into the market by Altair Engineering Inc.'s existing stockholders, or the anticipation of such sales, including sales of Altair Engineering Inc.'s Class A common stock upon exercise of outstanding options or upon conversion of Altair Engineering Inc.'s Class B common stock into shares of Class A common stock;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could the sale of shares by existing stockholders affect the market price of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The sale of shares by existing stockholders, or the anticipation of such sales, including sales upon exercise of outstanding options or upon conversion of Class B common stock into shares of Class A common stock, could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock.", 'gt_context': "The market price of Altair Engineering Inc.'s Class A common stock can be volatile.\nThe market price of Altair Engineering Inc.'s Class A common stock has and may continue to fluctuate from time to time. Altair Engineering Inc.'s market price may continue to fluctuate substantially depending on a number of factors, many of which are beyond Altair Engineering Inc.'s control and may not be related to Altair Engineering Inc.'s operating performance. These fluctuations could cause you to lose all or part of your investment in Altair Engineering Inc.'s Class A common stock, since you might not be able to sell your shares at or above the price you paid for Altair Engineering Inc.'s Class A common stock. Factors that could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock include the following:\n•\nprice and volume fluctuations in the overall stock market from time to time, including as a result of trends in the economy as a whole;\n•\nvolatility in the market prices and trading volumes of technology stocks;\n•\nchanges in operating performance and stock market valuations of other technology companies generally, or those in Altair Engineering Inc.'s industries in particular;\n•\nthe volume of shares of Altair Engineering Inc.'s Class A common stock available for public sale;\n•\nsales of shares of Altair Engineering Inc.'s Class A common stock;\n•\nadditional shares of Altair Engineering Inc.'s Class A common stock being sold into the market by Altair Engineering Inc.'s existing stockholders, or the anticipation of such sales, including sales of Altair Engineering Inc.'s Class A common stock upon exercise of outstanding options or upon conversion of Altair Engineering Inc.'s Class B common stock into shares of Class A common stock;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s gross deferred tax assets (DTAs) as of December 31, 2020 and 2019?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s gross deferred tax assets (DTAs) as of December 31, 2020 and 2019 is the potential limitation on their utilization due to provisions of the Internal Revenue Code of 1986, which may restrict the use of net operating losses or tax credits if the company undergoes an ownership change.", 'gt_context': "As of December 31, 2020 and 2019, Altair Engineering Inc. had gross deferred tax assets, or DTAs, of $133.4 million and $117.5 million, respectively, primarily related to net operating loss carryforwards, tax credits, share-based compensation, lease obligations and employee benefits. Altair Engineering Inc. are entitled to a United States federal tax deduction when non-qualified stock options, or NSOs, are exercised. In connection with Altair Engineering Inc.'s IPO, a significant number of NSOs were exercised resulting in a tax deduction for United States income tax purposes. This deduction, in conjunction with Altair Engineering Inc.'s other expected deferred tax asset reversals, resulted in the establishment of a valuation allowance for $47.0 million in 2017 for the United States DTAs. Altair Engineering Inc.'s ability to utilize any net operating losses or tax credits may be limited under provisions of the Internal Revenue Code of 1986, or the Code, if Altair Engineering Inc. undergo an ownership change after Altair Engineering Inc.'s IPO (generally defined as a greater than 50-percentage-point cumulative change, by value, in the equity ownership of certain stockholders over a rolling three-year period). Altair Engineering Inc. also inherited net operating losses, or NOLs, from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. Altair Engineering Inc. may or may not be able to realize the benefits of the acquired NOLs due to a number of factors, including those enumerated above. Altair Engineering Inc. may also be unable to realize Altair Engineering Inc.'s tax credit carryforwards prior to their expiry."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What specific event led to the establishment of a valuation allowance for $47.0 million in 2017 for Altair Engineering Inc.'s United States DTAs?", 'gt_answer': "The establishment of a valuation allowance for $47.0 million in 2017 for Altair Engineering Inc.'s United States DTAs was primarily due to the significant number of non-qualified stock options (NSOs) exercised during the company's IPO, resulting in a tax deduction for United States income tax purposes.", 'gt_context': "As of December 31, 2020 and 2019, Altair Engineering Inc. had gross deferred tax assets, or DTAs, of $133.4 million and $117.5 million, respectively, primarily related to net operating loss carryforwards, tax credits, share-based compensation, lease obligations and employee benefits. Altair Engineering Inc. are entitled to a United States federal tax deduction when non-qualified stock options, or NSOs, are exercised. In connection with Altair Engineering Inc.'s IPO, a significant number of NSOs were exercised resulting in a tax deduction for United States income tax purposes. This deduction, in conjunction with Altair Engineering Inc.'s other expected deferred tax asset reversals, resulted in the establishment of a valuation allowance for $47.0 million in 2017 for the United States DTAs. Altair Engineering Inc.'s ability to utilize any net operating losses or tax credits may be limited under provisions of the Internal Revenue Code of 1986, or the Code, if Altair Engineering Inc. undergo an ownership change after Altair Engineering Inc.'s IPO (generally defined as a greater than 50-percentage-point cumulative change, by value, in the equity ownership of certain stockholders over a rolling three-year period). Altair Engineering Inc. also inherited net operating losses, or NOLs, from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. Altair Engineering Inc. may or may not be able to realize the benefits of the acquired NOLs due to a number of factors, including those enumerated above. Altair Engineering Inc. may also be unable to realize Altair Engineering Inc.'s tax credit carryforwards prior to their expiry."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the potential limitations on Altair Engineering Inc.'s ability to utilize the net operating losses (NOLs) inherited from the acquisitions of Datawatch and Univa?", 'gt_answer': "The potential limitations on Altair Engineering Inc.'s ability to utilize the net operating losses (NOLs) inherited from the acquisitions of Datawatch and Univa include specific limitations on usage due to the provisions of the Internal Revenue Code of 1986, as well as the risk that the company may not be able to realize the benefits of the acquired NOLs due to a number of factors, including those enumerated in the risk factors section.", 'gt_context': "As of December 31, 2020 and 2019, Altair Engineering Inc. had gross deferred tax assets, or DTAs, of $133.4 million and $117.5 million, respectively, primarily related to net operating loss carryforwards, tax credits, share-based compensation, lease obligations and employee benefits. Altair Engineering Inc. are entitled to a United States federal tax deduction when non-qualified stock options, or NSOs, are exercised. In connection with Altair Engineering Inc.'s IPO, a significant number of NSOs were exercised resulting in a tax deduction for United States income tax purposes. This deduction, in conjunction with Altair Engineering Inc.'s other expected deferred tax asset reversals, resulted in the establishment of a valuation allowance for $47.0 million in 2017 for the United States DTAs. Altair Engineering Inc.'s ability to utilize any net operating losses or tax credits may be limited under provisions of the Internal Revenue Code of 1986, or the Code, if Altair Engineering Inc. undergo an ownership change after Altair Engineering Inc.'s IPO (generally defined as a greater than 50-percentage-point cumulative change, by value, in the equity ownership of certain stockholders over a rolling three-year period). Altair Engineering Inc. also inherited net operating losses, or NOLs, from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. Altair Engineering Inc. may or may not be able to realize the benefits of the acquired NOLs due to a number of factors, including those enumerated above. Altair Engineering Inc. may also be unable to realize Altair Engineering Inc.'s tax credit carryforwards prior to their expiry."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary purpose of effective internal controls for Altair Engineering Inc.?', 'gt_answer': "The primary purpose of effective internal controls for Altair Engineering Inc. is to provide reasonable assurance with respect to the company's financial reports and to effectively prevent financial fraud.", 'gt_context': "Effective internal controls are necessary for Altair Engineering Inc. to provide reasonable assurance with respect to Altair Engineering Inc.'s financial reports and to effectively prevent financial fraud. Pursuant to SOX, Altair Engineering Inc. are required to periodically evaluate the effectiveness of the design and operation of Altair Engineering Inc.'s internal controls. Internal controls over financial reporting may not prevent or detect misstatements because of inherent limitations, including the possibility of human error or collusion, the circumvention or overriding of controls, or fraud. If Altair Engineering Inc. fail to maintain an effective system of internal controls, Altair Engineering Inc.'s business and operating results could be harmed, and Altair Engineering Inc. could fail to meet Altair Engineering Inc.'s reporting obligations, which could have a material adverse effect on Altair Engineering Inc.'s business and Altair Engineering Inc.'s share price."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the inherent limitations of internal controls over financial reporting that may prevent or detect misstatements?', 'gt_answer': 'The inherent limitations of internal controls over financial reporting that may prevent or detect misstatements include the possibility of human error or collusion, the circumvention or overriding of controls, or fraud.', 'gt_context': "Effective internal controls are necessary for Altair Engineering Inc. to provide reasonable assurance with respect to Altair Engineering Inc.'s financial reports and to effectively prevent financial fraud. Pursuant to SOX, Altair Engineering Inc. are required to periodically evaluate the effectiveness of the design and operation of Altair Engineering Inc.'s internal controls. Internal controls over financial reporting may not prevent or detect misstatements because of inherent limitations, including the possibility of human error or collusion, the circumvention or overriding of controls, or fraud. If Altair Engineering Inc. fail to maintain an effective system of internal controls, Altair Engineering Inc.'s business and operating results could be harmed, and Altair Engineering Inc. could fail to meet Altair Engineering Inc.'s reporting obligations, which could have a material adverse effect on Altair Engineering Inc.'s business and Altair Engineering Inc.'s share price."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could be the potential consequences if Altair Engineering Inc. fails to maintain an effective system of internal controls?', 'gt_answer': "If Altair Engineering Inc. fails to maintain an effective system of internal controls, the company's business and operating results could be harmed, and it could fail to meet its reporting obligations, which could have a material adverse effect on the company's business and its share price.", 'gt_context': "Effective internal controls are necessary for Altair Engineering Inc. to provide reasonable assurance with respect to Altair Engineering Inc.'s financial reports and to effectively prevent financial fraud. Pursuant to SOX, Altair Engineering Inc. are required to periodically evaluate the effectiveness of the design and operation of Altair Engineering Inc.'s internal controls. Internal controls over financial reporting may not prevent or detect misstatements because of inherent limitations, including the possibility of human error or collusion, the circumvention or overriding of controls, or fraud. If Altair Engineering Inc. fail to maintain an effective system of internal controls, Altair Engineering Inc.'s business and operating results could be harmed, and Altair Engineering Inc. could fail to meet Altair Engineering Inc.'s reporting obligations, which could have a material adverse effect on Altair Engineering Inc.'s business and Altair Engineering Inc.'s share price."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the potential impact of Altair Engineering Inc.'s capital structure on its stock price?", 'gt_answer': 'Altair Engineering Inc. cannot predict the impact its capital structure may have on its stock price.', 'gt_context': "Altair Engineering Inc. cannot predict the impact Altair Engineering Inc.'s capital structure may have on Altair Engineering Inc.'s stock price.\nIn July 2017, S&P Dow Jones, a provider of widely followed stock indices, announced that companies with multiple share classes, such as ours, will not be eligible for inclusion in certain of their indices. As a result, Altair Engineering Inc.'s Class A common stock will likely not be eligible for these stock indices. Additionally, FTSE Russell, another provider of widely followed stock indices, has stated that it plans to require new constituents of its indices to have at least five percent of their voting rights in the hands of public stockholders. Many investment funds are precluded from investing in companies that are not included in such indices, and these funds would be unable to purchase Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc. cannot assure you that other stock indices will not take a similar approach to S&P Dow Jones or FTSE Russell in the future. Given the sustained flow of investment funds into passive strategies that seek to track certain indexes, exclusion from indices could make Altair Engineering Inc.'s Class A common stock less attractive to investors. As a result, the market price of Altair Engineering Inc.'s Class A common stock could be adversely affected.\nIf financial or industry analysts do not publish research or reports about Altair Engineering Inc.'s business or if they issue inaccurate or unfavorable commentary or downgrade Altair Engineering Inc.'s Class A common stock, Altair Engineering Inc.'s stock price and trading volume could decline."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "Why might Altair Engineering Inc.'s Class A common stock be excluded from certain stock indices?", 'gt_answer': "Altair Engineering Inc.'s Class A common stock may be excluded from certain stock indices because the company has multiple share classes, which is not eligible for inclusion in indices like those provided by S&P Dow Jones and FTSE Russell.", 'gt_context': "Altair Engineering Inc. cannot predict the impact Altair Engineering Inc.'s capital structure may have on Altair Engineering Inc.'s stock price.\nIn July 2017, S&P Dow Jones, a provider of widely followed stock indices, announced that companies with multiple share classes, such as ours, will not be eligible for inclusion in certain of their indices. As a result, Altair Engineering Inc.'s Class A common stock will likely not be eligible for these stock indices. Additionally, FTSE Russell, another provider of widely followed stock indices, has stated that it plans to require new constituents of its indices to have at least five percent of their voting rights in the hands of public stockholders. Many investment funds are precluded from investing in companies that are not included in such indices, and these funds would be unable to purchase Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc. cannot assure you that other stock indices will not take a similar approach to S&P Dow Jones or FTSE Russell in the future. Given the sustained flow of investment funds into passive strategies that seek to track certain indexes, exclusion from indices could make Altair Engineering Inc.'s Class A common stock less attractive to investors. As a result, the market price of Altair Engineering Inc.'s Class A common stock could be adversely affected.\nIf financial or industry analysts do not publish research or reports about Altair Engineering Inc.'s business or if they issue inaccurate or unfavorable commentary or downgrade Altair Engineering Inc.'s Class A common stock, Altair Engineering Inc.'s stock price and trading volume could decline."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could the exclusion of Altair Engineering Inc.'s Class A common stock from stock indices affect its market price?", 'gt_answer': "Exclusion from stock indices could make Altair Engineering Inc.'s Class A common stock less attractive to investors, particularly those in passive strategies that track indices. This could result in a decline in the market price of Altair Engineering Inc.'s Class A common stock.", 'gt_context': "Altair Engineering Inc. cannot predict the impact Altair Engineering Inc.'s capital structure may have on Altair Engineering Inc.'s stock price.\nIn July 2017, S&P Dow Jones, a provider of widely followed stock indices, announced that companies with multiple share classes, such as ours, will not be eligible for inclusion in certain of their indices. As a result, Altair Engineering Inc.'s Class A common stock will likely not be eligible for these stock indices. Additionally, FTSE Russell, another provider of widely followed stock indices, has stated that it plans to require new constituents of its indices to have at least five percent of their voting rights in the hands of public stockholders. Many investment funds are precluded from investing in companies that are not included in such indices, and these funds would be unable to purchase Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc. cannot assure you that other stock indices will not take a similar approach to S&P Dow Jones or FTSE Russell in the future. Given the sustained flow of investment funds into passive strategies that seek to track certain indexes, exclusion from indices could make Altair Engineering Inc.'s Class A common stock less attractive to investors. As a result, the market price of Altair Engineering Inc.'s Class A common stock could be adversely affected.\nIf financial or industry analysts do not publish research or reports about Altair Engineering Inc.'s business or if they issue inaccurate or unfavorable commentary or downgrade Altair Engineering Inc.'s Class A common stock, Altair Engineering Inc.'s stock price and trading volume could decline."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with future sales of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The primary risk associated with future sales of Altair Engineering Inc.'s Class A common stock is that it may cause the stock price to decline.", 'gt_context': "Future sales of substantial amounts of Altair Engineering Inc.'s Class A common stock may cause Altair Engineering Inc.'s stock price to decline.\nFuture sales of a substantial number of shares of Altair Engineering Inc.'s Class A common stock, particularly sales by Altair Engineering Inc.'s directors, executive officers and significant stockholders could adversely affect the market price of Altair Engineering Inc.'s Class A common stock and may make it more difficult to sell Class A common stock at a time and price that you deem appropriate. As of December 31, 2020, Altair Engineering Inc. had an aggregate of 44,215,900 shares of Class A common stock and 30,110,732 shares of Class B common stock outstanding.\nAll of the shares of Class A common stock sold in Altair Engineering Inc.'s initial public offering and June 2018 follow-on public offering are freely tradable without restrictions or further registration under the Securities Act of 1933, as amended, or the Securities Act, except for any shares held by Altair Engineering Inc.'s affiliates as defined in Rule 144 under the Securities Act.\nShares held by directors, executive officers and other affiliates are subject to volume limitations under Rule 144 under the Securities Act and various vesting agreements."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "Who are the key individuals whose sales of Class A common stock could adversely affect the market price of Altair Engineering Inc.'s stock?", 'gt_answer': "The key individuals whose sales of Class A common stock could adversely affect the market price of Altair Engineering Inc.'s stock are its directors, executive officers, and significant stockholders.", 'gt_context': "Future sales of substantial amounts of Altair Engineering Inc.'s Class A common stock may cause Altair Engineering Inc.'s stock price to decline.\nFuture sales of a substantial number of shares of Altair Engineering Inc.'s Class A common stock, particularly sales by Altair Engineering Inc.'s directors, executive officers and significant stockholders could adversely affect the market price of Altair Engineering Inc.'s Class A common stock and may make it more difficult to sell Class A common stock at a time and price that you deem appropriate. As of December 31, 2020, Altair Engineering Inc. had an aggregate of 44,215,900 shares of Class A common stock and 30,110,732 shares of Class B common stock outstanding.\nAll of the shares of Class A common stock sold in Altair Engineering Inc.'s initial public offering and June 2018 follow-on public offering are freely tradable without restrictions or further registration under the Securities Act of 1933, as amended, or the Securities Act, except for any shares held by Altair Engineering Inc.'s affiliates as defined in Rule 144 under the Securities Act.\nShares held by directors, executive officers and other affiliates are subject to volume limitations under Rule 144 under the Securities Act and various vesting agreements."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What restrictions apply to the shares of Class A common stock held by Altair Engineering Inc.'s affiliates as defined in Rule 144 under the Securities Act?", 'gt_answer': "Shares held by Altair Engineering Inc.'s affiliates as defined in Rule 144 under the Securities Act are subject to volume limitations and various vesting agreements.", 'gt_context': "Future sales of substantial amounts of Altair Engineering Inc.'s Class A common stock may cause Altair Engineering Inc.'s stock price to decline.\nFuture sales of a substantial number of shares of Altair Engineering Inc.'s Class A common stock, particularly sales by Altair Engineering Inc.'s directors, executive officers and significant stockholders could adversely affect the market price of Altair Engineering Inc.'s Class A common stock and may make it more difficult to sell Class A common stock at a time and price that you deem appropriate. As of December 31, 2020, Altair Engineering Inc. had an aggregate of 44,215,900 shares of Class A common stock and 30,110,732 shares of Class B common stock outstanding.\nAll of the shares of Class A common stock sold in Altair Engineering Inc.'s initial public offering and June 2018 follow-on public offering are freely tradable without restrictions or further registration under the Securities Act of 1933, as amended, or the Securities Act, except for any shares held by Altair Engineering Inc.'s affiliates as defined in Rule 144 under the Securities Act.\nShares held by directors, executive officers and other affiliates are subject to volume limitations under Rule 144 under the Securities Act and various vesting agreements."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with investing in Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The primary risk associated with investing in Altair Engineering Inc.'s Class A common stock is that the company has never declared or paid any cash dividends and does not anticipate doing so in the foreseeable future. Therefore, the only opportunity for investors to achieve a return on their investment is through appreciation in the market price of the stock.", 'gt_context': "Altair Engineering Inc. have never declared or paid any cash dividends on Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc. currently intend to retain all available funds and any future earnings for use in the operation of Altair Engineering Inc.'s business and do not anticipate paying any dividends on Altair Engineering Inc.'s Class A common stock in the foreseeable future. Any determination to pay dividends in the future will be at the discretion of Altair Engineering Inc.'s board of directors. Consequently, your only opportunity to achieve a return on your investment in Altair Engineering Inc.'s company will be if the market price of Altair Engineering Inc.'s Class A common stock appreciates and you sell your shares at a profit. There is no guarantee that the price of Altair Engineering Inc.'s Class A common stock that will prevail in the market will ever exceed the price that you paid.\nIf Altair Engineering Inc. fail to maintain effective internal controls, Altair Engineering Inc. may not be able to report financial results accurately or on a timely basis, or to detect fraud, which could have a material adverse effect on Altair Engineering Inc.'s business or share price."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the potential impact of Altair Engineering Inc. failing to maintain effective internal controls?', 'gt_answer': "If Altair Engineering Inc. fails to maintain effective internal controls, it may not be able to report financial results accurately or on a timely basis, or to detect fraud. This could have a material adverse effect on the company's business or share price.", 'gt_context': "Altair Engineering Inc. have never declared or paid any cash dividends on Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc. currently intend to retain all available funds and any future earnings for use in the operation of Altair Engineering Inc.'s business and do not anticipate paying any dividends on Altair Engineering Inc.'s Class A common stock in the foreseeable future. Any determination to pay dividends in the future will be at the discretion of Altair Engineering Inc.'s board of directors. Consequently, your only opportunity to achieve a return on your investment in Altair Engineering Inc.'s company will be if the market price of Altair Engineering Inc.'s Class A common stock appreciates and you sell your shares at a profit. There is no guarantee that the price of Altair Engineering Inc.'s Class A common stock that will prevail in the market will ever exceed the price that you paid.\nIf Altair Engineering Inc. fail to maintain effective internal controls, Altair Engineering Inc. may not be able to report financial results accurately or on a timely basis, or to detect fraud, which could have a material adverse effect on Altair Engineering Inc.'s business or share price."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc. prioritize the risks listed in their 10K Item 1A 'Risk Factors' section?", 'gt_answer': "Altair Engineering Inc. generally lists the risk factors in order of their importance in the 10K Item 1A 'Risk Factors' section. This section focuses on the risks themselves, not how the company addresses those risks.", 'gt_context': "Altair Engineering Inc. have never declared or paid any cash dividends on Altair Engineering Inc.'s Class A common stock. Altair Engineering Inc. currently intend to retain all available funds and any future earnings for use in the operation of Altair Engineering Inc.'s business and do not anticipate paying any dividends on Altair Engineering Inc.'s Class A common stock in the foreseeable future. Any determination to pay dividends in the future will be at the discretion of Altair Engineering Inc.'s board of directors. Consequently, your only opportunity to achieve a return on your investment in Altair Engineering Inc.'s company will be if the market price of Altair Engineering Inc.'s Class A common stock appreciates and you sell your shares at a profit. There is no guarantee that the price of Altair Engineering Inc.'s Class A common stock that will prevail in the market will ever exceed the price that you paid.\nIf Altair Engineering Inc. fail to maintain effective internal controls, Altair Engineering Inc. may not be able to report financial results accurately or on a timely basis, or to detect fraud, which could have a material adverse effect on Altair Engineering Inc.'s business or share price."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with the trading market for Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The primary risk associated with the trading market for Altair Engineering Inc.'s Class A common stock is the influence of research and reports published by industry or financial analysts, which Altair Engineering Inc. does not control.", 'gt_context': "The trading market for Altair Engineering Inc.'s Class A common stock may be influenced by the research and reports that industry or financial analysts publish about Altair Engineering Inc. or Altair Engineering Inc.'s business. Altair Engineering Inc. do not control these analysts, or the content and opinions included in their reports. As a relatively new public company, Altair Engineering Inc. may be slow to attract research coverage, and the analysts who publish information about Altair Engineering Inc.'s Class A common stock still have relatively little experience with Altair Engineering Inc.'s company, which could affect their ability to accurately forecast Altair Engineering Inc.'s results and make it more likely that Altair Engineering Inc. fail to meet their estimates. If any of the analysts who cover Altair Engineering Inc. issue an inaccurate or unfavorable opinion regarding Altair Engineering Inc.'s stock price, Altair Engineering Inc.'s stock price would likely decline. In addition, the stock prices of many companies in the technology industry have declined significantly after those companies have failed to meet, or often times failed to exceed, the financial guidance publicly announced by the companies or the expectations of analysts. If Altair Engineering Inc.'s financial results fail to meet, or fail to significantly exceed, Altair Engineering Inc.'s announced guidance or the expectations of analysts or public investors, analysts could downgrade Altair Engineering Inc.'s Class A common stock or publish unfavorable research about Altair Engineering Inc.. If one or more of these analysts cease coverage of Altair Engineering Inc.'s company or fail to publish reports on Altair Engineering Inc. regularly, Altair Engineering Inc. could lose visibility in the financial markets, which in turn could cause Altair Engineering Inc.'s stock price or trading volume to decline."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'Why might Altair Engineering Inc. be slow to attract research coverage as a relatively new public company?', 'gt_answer': "Altair Engineering Inc. might be slow to attract research coverage as a relatively new public company because analysts have relatively little experience with the company, which could affect their ability to accurately forecast Altair Engineering Inc.'s results.", 'gt_context': "The trading market for Altair Engineering Inc.'s Class A common stock may be influenced by the research and reports that industry or financial analysts publish about Altair Engineering Inc. or Altair Engineering Inc.'s business. Altair Engineering Inc. do not control these analysts, or the content and opinions included in their reports. As a relatively new public company, Altair Engineering Inc. may be slow to attract research coverage, and the analysts who publish information about Altair Engineering Inc.'s Class A common stock still have relatively little experience with Altair Engineering Inc.'s company, which could affect their ability to accurately forecast Altair Engineering Inc.'s results and make it more likely that Altair Engineering Inc. fail to meet their estimates. If any of the analysts who cover Altair Engineering Inc. issue an inaccurate or unfavorable opinion regarding Altair Engineering Inc.'s stock price, Altair Engineering Inc.'s stock price would likely decline. In addition, the stock prices of many companies in the technology industry have declined significantly after those companies have failed to meet, or often times failed to exceed, the financial guidance publicly announced by the companies or the expectations of analysts. If Altair Engineering Inc.'s financial results fail to meet, or fail to significantly exceed, Altair Engineering Inc.'s announced guidance or the expectations of analysts or public investors, analysts could downgrade Altair Engineering Inc.'s Class A common stock or publish unfavorable research about Altair Engineering Inc.. If one or more of these analysts cease coverage of Altair Engineering Inc.'s company or fail to publish reports on Altair Engineering Inc. regularly, Altair Engineering Inc. could lose visibility in the financial markets, which in turn could cause Altair Engineering Inc.'s stock price or trading volume to decline."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could happen if Altair Engineering Inc.'s financial results fail to meet or exceed the expectations of analysts or public investors?", 'gt_answer': "If Altair Engineering Inc.'s financial results fail to meet or exceed the expectations of analysts or public investors, analysts could downgrade Altair Engineering Inc.'s Class A common stock or publish unfavorable research about the company, which could cause Altair Engineering Inc.'s stock price or trading volume to decline.", 'gt_context': "The trading market for Altair Engineering Inc.'s Class A common stock may be influenced by the research and reports that industry or financial analysts publish about Altair Engineering Inc. or Altair Engineering Inc.'s business. Altair Engineering Inc. do not control these analysts, or the content and opinions included in their reports. As a relatively new public company, Altair Engineering Inc. may be slow to attract research coverage, and the analysts who publish information about Altair Engineering Inc.'s Class A common stock still have relatively little experience with Altair Engineering Inc.'s company, which could affect their ability to accurately forecast Altair Engineering Inc.'s results and make it more likely that Altair Engineering Inc. fail to meet their estimates. If any of the analysts who cover Altair Engineering Inc. issue an inaccurate or unfavorable opinion regarding Altair Engineering Inc.'s stock price, Altair Engineering Inc.'s stock price would likely decline. In addition, the stock prices of many companies in the technology industry have declined significantly after those companies have failed to meet, or often times failed to exceed, the financial guidance publicly announced by the companies or the expectations of analysts. If Altair Engineering Inc.'s financial results fail to meet, or fail to significantly exceed, Altair Engineering Inc.'s announced guidance or the expectations of analysts or public investors, analysts could downgrade Altair Engineering Inc.'s Class A common stock or publish unfavorable research about Altair Engineering Inc.. If one or more of these analysts cease coverage of Altair Engineering Inc.'s company or fail to publish reports on Altair Engineering Inc. regularly, Altair Engineering Inc. could lose visibility in the financial markets, which in turn could cause Altair Engineering Inc.'s stock price or trading volume to decline."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s ability to service its debt obligations?", 'gt_answer': "The primary risk is that Altair Engineering Inc.'s business may not continue to generate sufficient cash flow from operations to service its debt and make necessary capital expenditures.", 'gt_context': "Altair Engineering Inc.'s ability to make scheduled payments of the principal of, to pay interest on, or to refinance Altair Engineering Inc.'s future indebtedness, including the amounts payable under Altair Engineering Inc.'s revolving credit facility and the Convertible Notes, depends on Altair Engineering Inc.'s future performance, which is subject to economic, financial, competitive and other factors beyond Altair Engineering Inc.'s control. Altair Engineering Inc.'s business may not continue to generate cash flow from operations in the future sufficient to service Altair Engineering Inc.'s debt and make necessary capital expenditures. If Altair Engineering Inc. are unable to generate such cash flow, Altair Engineering Inc. may be required to adopt one or more alternatives, such as selling assets, restructuring debt or obtaining additional equity capital on terms that may be onerous or highly dilutive. Altair Engineering Inc.'s ability to refinance Altair Engineering Inc.'s indebtedness will depend on the capital markets and Altair Engineering Inc.'s financial condition at such time. Altair Engineering Inc. may not be able to engage in any of these activities or engage in these activities on desirable terms, which could result in a default on Altair Engineering Inc.'s debt obligations. In addition, any of Altair Engineering Inc.'s future debt agreements may contain restrictive covenants that may prohibit Altair Engineering Inc. from adopting any of these alternatives. Altair Engineering Inc.'s failure to comply with these covenants could result in an event of default which, if not cured or waived, could result in the acceleration of Altair Engineering Inc.'s debt.\nAltair Engineering Inc. may still incur substantially more debt or take other actions which would intensify the risks discussed above."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences if Altair Engineering Inc. is unable to generate sufficient cash flow to service its debt?', 'gt_answer': 'If Altair Engineering Inc. is unable to generate sufficient cash flow, it may be required to adopt alternatives such as selling assets, restructuring debt, or obtaining additional equity capital on potentially onerous or highly dilutive terms.', 'gt_context': "Altair Engineering Inc.'s ability to make scheduled payments of the principal of, to pay interest on, or to refinance Altair Engineering Inc.'s future indebtedness, including the amounts payable under Altair Engineering Inc.'s revolving credit facility and the Convertible Notes, depends on Altair Engineering Inc.'s future performance, which is subject to economic, financial, competitive and other factors beyond Altair Engineering Inc.'s control. Altair Engineering Inc.'s business may not continue to generate cash flow from operations in the future sufficient to service Altair Engineering Inc.'s debt and make necessary capital expenditures. If Altair Engineering Inc. are unable to generate such cash flow, Altair Engineering Inc. may be required to adopt one or more alternatives, such as selling assets, restructuring debt or obtaining additional equity capital on terms that may be onerous or highly dilutive. Altair Engineering Inc.'s ability to refinance Altair Engineering Inc.'s indebtedness will depend on the capital markets and Altair Engineering Inc.'s financial condition at such time. Altair Engineering Inc. may not be able to engage in any of these activities or engage in these activities on desirable terms, which could result in a default on Altair Engineering Inc.'s debt obligations. In addition, any of Altair Engineering Inc.'s future debt agreements may contain restrictive covenants that may prohibit Altair Engineering Inc. from adopting any of these alternatives. Altair Engineering Inc.'s failure to comply with these covenants could result in an event of default which, if not cured or waived, could result in the acceleration of Altair Engineering Inc.'s debt.\nAltair Engineering Inc. may still incur substantially more debt or take other actions which would intensify the risks discussed above."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What additional risks could arise if Altair Engineering Inc. incurs substantially more debt in the future?', 'gt_answer': 'If Altair Engineering Inc. incurs substantially more debt, it could intensify the risks associated with its ability to service its debt obligations, including the potential for default and acceleration of its debt.', 'gt_context': "Altair Engineering Inc.'s ability to make scheduled payments of the principal of, to pay interest on, or to refinance Altair Engineering Inc.'s future indebtedness, including the amounts payable under Altair Engineering Inc.'s revolving credit facility and the Convertible Notes, depends on Altair Engineering Inc.'s future performance, which is subject to economic, financial, competitive and other factors beyond Altair Engineering Inc.'s control. Altair Engineering Inc.'s business may not continue to generate cash flow from operations in the future sufficient to service Altair Engineering Inc.'s debt and make necessary capital expenditures. If Altair Engineering Inc. are unable to generate such cash flow, Altair Engineering Inc. may be required to adopt one or more alternatives, such as selling assets, restructuring debt or obtaining additional equity capital on terms that may be onerous or highly dilutive. Altair Engineering Inc.'s ability to refinance Altair Engineering Inc.'s indebtedness will depend on the capital markets and Altair Engineering Inc.'s financial condition at such time. Altair Engineering Inc. may not be able to engage in any of these activities or engage in these activities on desirable terms, which could result in a default on Altair Engineering Inc.'s debt obligations. In addition, any of Altair Engineering Inc.'s future debt agreements may contain restrictive covenants that may prohibit Altair Engineering Inc. from adopting any of these alternatives. Altair Engineering Inc.'s failure to comply with these covenants could result in an event of default which, if not cured or waived, could result in the acceleration of Altair Engineering Inc.'s debt.\nAltair Engineering Inc. may still incur substantially more debt or take other actions which would intensify the risks discussed above."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What type of events could lead to a default under Altair Engineering Inc.'s loan agreement?", 'gt_answer': "Events beyond Altair Engineering Inc.'s control, and breaches of covenants and restrictions in the loan agreement could result in a default.", 'gt_context': "events beyond Altair Engineering Inc.'s control, and breaches of these covenants and restrictions could result in a default under the loan agreement and any future financing agreements that Altair Engineering Inc. may enter into."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'Where can one find information about the most significant risks that apply to Altair Engineering Inc. or its securities?', 'gt_answer': "Information about the most significant risks that apply to Altair Engineering Inc. or its securities can be found in the 10K Item 1A 'Risk Factors' section.", 'gt_context': "events beyond Altair Engineering Inc.'s control, and breaches of these covenants and restrictions could result in a default under the loan agreement and any future financing agreements that Altair Engineering Inc. may enter into."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How are risk factors typically ordered in the 10K Item 1A 'Risk Factors' section?", 'gt_answer': "Risk factors in the 10K Item 1A 'Risk Factors' section are typically listed in order of their importance.", 'gt_context': "events beyond Altair Engineering Inc.'s control, and breaches of these covenants and restrictions could result in a default under the loan agreement and any future financing agreements that Altair Engineering Inc. may enter into."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s dual class common stock structure?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s dual class common stock structure is that it could delay or prevent a change in control of the company that stockholders may consider favorable, including transactions in which stockholders might otherwise receive a premium for their shares.", 'gt_context': "Altair Engineering Inc.'s Delaware certificate of incorporation and bylaws contain provisions that could delay or prevent a change in control of Altair Engineering Inc.'s company that stockholders may consider favorable, including transactions in which stockholders might otherwise receive a premium for their shares. These provisions may also prevent or delay attempts by stockholders to replace or remove Altair Engineering Inc.'s current management or members of Altair Engineering Inc.'s board of directors. These provisions include:\n•\nproviding for a dual class common stock structure for 12 years following the completion of Altair Engineering Inc.'s IPO;\n•\nproviding for a classified board of directors with staggered three-year terms, which could delay the ability of stockholders to change the membership of a majority of Altair Engineering Inc.'s board of directors;\n•\nauthorizing Altair Engineering Inc.'s board of directors to issue shares of preferred stock and to determine the price and other terms of those shares, including preferences and voting rights, without stockholder approval;\n•\nthe requirement that a special meeting of stockholders may be called only by the chairman of Altair Engineering Inc.'s board of directors, Altair Engineering Inc.'s chief executive officer, Altair Engineering Inc.'s president, or a majority vote of Altair Engineering Inc.'s board of directors, which could delay the ability of Altair Engineering Inc.'s stockholders to force consideration of a proposal or to take action, including the removal of directors;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc.'s classified board of directors impact the ability of stockholders to change the membership of the board?", 'gt_answer': "Altair Engineering Inc.'s classified board of directors with staggered three-year terms could delay the ability of stockholders to change the membership of a majority of the board of directors.", 'gt_context': "Altair Engineering Inc.'s Delaware certificate of incorporation and bylaws contain provisions that could delay or prevent a change in control of Altair Engineering Inc.'s company that stockholders may consider favorable, including transactions in which stockholders might otherwise receive a premium for their shares. These provisions may also prevent or delay attempts by stockholders to replace or remove Altair Engineering Inc.'s current management or members of Altair Engineering Inc.'s board of directors. These provisions include:\n•\nproviding for a dual class common stock structure for 12 years following the completion of Altair Engineering Inc.'s IPO;\n•\nproviding for a classified board of directors with staggered three-year terms, which could delay the ability of stockholders to change the membership of a majority of Altair Engineering Inc.'s board of directors;\n•\nauthorizing Altair Engineering Inc.'s board of directors to issue shares of preferred stock and to determine the price and other terms of those shares, including preferences and voting rights, without stockholder approval;\n•\nthe requirement that a special meeting of stockholders may be called only by the chairman of Altair Engineering Inc.'s board of directors, Altair Engineering Inc.'s chief executive officer, Altair Engineering Inc.'s president, or a majority vote of Altair Engineering Inc.'s board of directors, which could delay the ability of Altair Engineering Inc.'s stockholders to force consideration of a proposal or to take action, including the removal of directors;\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What authority does Altair Engineering Inc.'s board of directors have regarding the issuance of preferred stock, and how might this impact stockholders?", 'gt_answer': "Altair Engineering Inc.'s board of directors has the authority to issue shares of preferred stock and to determine the price and other terms of those shares, including preferences and voting rights, without stockholder approval. This could potentially dilute the voting power or other rights of the company's common stockholders.", 'gt_context': "Altair Engineering Inc.'s Delaware certificate of incorporation and bylaws contain provisions that could delay or prevent a change in control of Altair Engineering Inc.'s company that stockholders may consider favorable, including transactions in which stockholders might otherwise receive a premium for their shares. These provisions may also prevent or delay attempts by stockholders to replace or remove Altair Engineering Inc.'s current management or members of Altair Engineering Inc.'s board of directors. These provisions include:\n•\nproviding for a dual class common stock structure for 12 years following the completion of Altair Engineering Inc.'s IPO;\n•\nproviding for a classified board of directors with staggered three-year terms, which could delay the ability of stockholders to change the membership of a majority of Altair Engineering Inc.'s board of directors;\n•\nauthorizing Altair Engineering Inc.'s board of directors to issue shares of preferred stock and to determine the price and other terms of those shares, including preferences and voting rights, without stockholder approval;\n•\nthe requirement that a special meeting of stockholders may be called only by the chairman of Altair Engineering Inc.'s board of directors, Altair Engineering Inc.'s chief executive officer, Altair Engineering Inc.'s president, or a majority vote of Altair Engineering Inc.'s board of directors, which could delay the ability of Altair Engineering Inc.'s stockholders to force consideration of a proposal or to take action, including the removal of directors;\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the initial aggregate commitment amount provided by Altair Engineering Inc.'s credit agreement?", 'gt_answer': "The initial aggregate commitment amount provided by Altair Engineering Inc.'s credit agreement is $150 million.", 'gt_context': "Altair Engineering Inc.'s credit agreement, as amended, provides for an initial aggregate commitment amount of $150 million, with a sublimit for the issuance of letters of credit of up to $5 million and a sublimit for swing line loans of up to $5 million and matures on December 15, 2023 (the “2019 Amended Credit Agreement”). Altair Engineering Inc.'s 2019 Amended Credit Agreement is unconditionally guaranteed by Altair Engineering Inc. and all existing and subsequently acquired controlled domestic subsidiaries. It is also collateralized by a first priority, perfected security interest in, and mortgages on, substantially all of Altair Engineering Inc.'s tangible assets. The 2019 Amended Credit Agreement contains operating financial restrictions and covenants, including liens, limitations on indebtedness, fundamental changes, limitations on guarantees, limitations on sales of assets and sales of receivables, dividends, distributions and other restricted payments, transactions with affiliates, prepayment of indebtedness and limitations on loans and investments in each case subject to certain exceptions. In addition, the 2019 Amended Credit Agreement contains financial covenants relating to maintaining a minimum interest coverage ratio of 3.0 to 1.0, a maximum senior secured leverage ratio of 3.0 to 1.0, and maximum net leverage ratio of 5.0 to 1.0, as defined in the 2019 Amended Credit Agreement. The restrictions and covenants in the 2019 Amended Credit Agreement, as well as those contained in any future debt financing agreements that Altair Engineering Inc. may enter into, may restrict Altair Engineering Inc.'s ability to finance Altair Engineering Inc.'s operations and engage in, expand or otherwise pursue Altair Engineering Inc.'s business activities and strategies. Altair Engineering Inc.'s ability to comply with these covenants and restrictions may be affected by events beyond Altair Engineering Inc.'s control, and breaches of these covenants and restrictions"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What are the sublimits for the issuance of letters of credit and swing line loans in Altair Engineering Inc.'s credit agreement?", 'gt_answer': "The sublimits for the issuance of letters of credit and swing line loans in Altair Engineering Inc.'s credit agreement are up to $5 million each.", 'gt_context': "Altair Engineering Inc.'s credit agreement, as amended, provides for an initial aggregate commitment amount of $150 million, with a sublimit for the issuance of letters of credit of up to $5 million and a sublimit for swing line loans of up to $5 million and matures on December 15, 2023 (the “2019 Amended Credit Agreement”). Altair Engineering Inc.'s 2019 Amended Credit Agreement is unconditionally guaranteed by Altair Engineering Inc. and all existing and subsequently acquired controlled domestic subsidiaries. It is also collateralized by a first priority, perfected security interest in, and mortgages on, substantially all of Altair Engineering Inc.'s tangible assets. The 2019 Amended Credit Agreement contains operating financial restrictions and covenants, including liens, limitations on indebtedness, fundamental changes, limitations on guarantees, limitations on sales of assets and sales of receivables, dividends, distributions and other restricted payments, transactions with affiliates, prepayment of indebtedness and limitations on loans and investments in each case subject to certain exceptions. In addition, the 2019 Amended Credit Agreement contains financial covenants relating to maintaining a minimum interest coverage ratio of 3.0 to 1.0, a maximum senior secured leverage ratio of 3.0 to 1.0, and maximum net leverage ratio of 5.0 to 1.0, as defined in the 2019 Amended Credit Agreement. The restrictions and covenants in the 2019 Amended Credit Agreement, as well as those contained in any future debt financing agreements that Altair Engineering Inc. may enter into, may restrict Altair Engineering Inc.'s ability to finance Altair Engineering Inc.'s operations and engage in, expand or otherwise pursue Altair Engineering Inc.'s business activities and strategies. Altair Engineering Inc.'s ability to comply with these covenants and restrictions may be affected by events beyond Altair Engineering Inc.'s control, and breaches of these covenants and restrictions"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the financial covenants that Altair Engineering Inc. must maintain in its credit agreement?', 'gt_answer': 'The financial covenants that Altair Engineering Inc. must maintain in its credit agreement are a minimum interest coverage ratio of 3.0 to 1.0, a maximum senior secured leverage ratio of 3.0 to 1.0, and a maximum net leverage ratio of 5.0 to 1.0.', 'gt_context': "Altair Engineering Inc.'s credit agreement, as amended, provides for an initial aggregate commitment amount of $150 million, with a sublimit for the issuance of letters of credit of up to $5 million and a sublimit for swing line loans of up to $5 million and matures on December 15, 2023 (the “2019 Amended Credit Agreement”). Altair Engineering Inc.'s 2019 Amended Credit Agreement is unconditionally guaranteed by Altair Engineering Inc. and all existing and subsequently acquired controlled domestic subsidiaries. It is also collateralized by a first priority, perfected security interest in, and mortgages on, substantially all of Altair Engineering Inc.'s tangible assets. The 2019 Amended Credit Agreement contains operating financial restrictions and covenants, including liens, limitations on indebtedness, fundamental changes, limitations on guarantees, limitations on sales of assets and sales of receivables, dividends, distributions and other restricted payments, transactions with affiliates, prepayment of indebtedness and limitations on loans and investments in each case subject to certain exceptions. In addition, the 2019 Amended Credit Agreement contains financial covenants relating to maintaining a minimum interest coverage ratio of 3.0 to 1.0, a maximum senior secured leverage ratio of 3.0 to 1.0, and maximum net leverage ratio of 5.0 to 1.0, as defined in the 2019 Amended Credit Agreement. The restrictions and covenants in the 2019 Amended Credit Agreement, as well as those contained in any future debt financing agreements that Altair Engineering Inc. may enter into, may restrict Altair Engineering Inc.'s ability to finance Altair Engineering Inc.'s operations and engage in, expand or otherwise pursue Altair Engineering Inc.'s business activities and strategies. Altair Engineering Inc.'s ability to comply with these covenants and restrictions may be affected by events beyond Altair Engineering Inc.'s control, and breaches of these covenants and restrictions"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary restriction on Altair Engineering Inc.'s ability to make cash payments for the conversion or repurchase of Convertible Notes?", 'gt_answer': 'The primary restriction is the prohibition on making such payments if a default under the existing revolving credit facility exists or would be created thereby, and the limitation on making such payments if certain financial covenant tests are not satisfied after giving effect to the payments.', 'gt_context': "Altair Engineering Inc.'s existing revolving credit facility prohibits Altair Engineering Inc. from making any cash payments on the conversion or repurchase of the Convertible Notes if a default under such credit facility exists or would be created thereby. In addition, Altair Engineering Inc.'s ability to make cash payments on the conversion or repurchase of the Convertible Notes will be limited to the extent Altair Engineering Inc. do not satisfy certain financial covenant tests after giving effect to such payments. Any new credit facility that Altair Engineering Inc. may enter into may have similar restrictions. Altair Engineering Inc.'s failure to make cash payments upon the conversion or repurchase of the Convertible Notes as required under the terms of the Convertible Notes would permit holders of the Convertible Notes to accelerate Altair Engineering Inc.'s obligations under the Convertible Notes.\nAltair Engineering Inc.'s loan agreements contain operating and financial covenants that may restrict Altair Engineering Inc.'s business and financing activities."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could happen if Altair Engineering Inc. fails to make cash payments upon the conversion or repurchase of the Convertible Notes as required under the terms of the Convertible Notes?', 'gt_answer': "If Altair Engineering Inc. fails to make such payments, holders of the Convertible Notes could accelerate Altair Engineering Inc.'s obligations under the Convertible Notes.", 'gt_context': "Altair Engineering Inc.'s existing revolving credit facility prohibits Altair Engineering Inc. from making any cash payments on the conversion or repurchase of the Convertible Notes if a default under such credit facility exists or would be created thereby. In addition, Altair Engineering Inc.'s ability to make cash payments on the conversion or repurchase of the Convertible Notes will be limited to the extent Altair Engineering Inc. do not satisfy certain financial covenant tests after giving effect to such payments. Any new credit facility that Altair Engineering Inc. may enter into may have similar restrictions. Altair Engineering Inc.'s failure to make cash payments upon the conversion or repurchase of the Convertible Notes as required under the terms of the Convertible Notes would permit holders of the Convertible Notes to accelerate Altair Engineering Inc.'s obligations under the Convertible Notes.\nAltair Engineering Inc.'s loan agreements contain operating and financial covenants that may restrict Altair Engineering Inc.'s business and financing activities."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What types of restrictions might be included in Altair Engineering Inc.'s loan agreements that could impact its business and financing activities?", 'gt_answer': "Altair Engineering Inc.'s loan agreements may contain operating and financial covenants that could restrict its business and financing activities.", 'gt_context': "Altair Engineering Inc.'s existing revolving credit facility prohibits Altair Engineering Inc. from making any cash payments on the conversion or repurchase of the Convertible Notes if a default under such credit facility exists or would be created thereby. In addition, Altair Engineering Inc.'s ability to make cash payments on the conversion or repurchase of the Convertible Notes will be limited to the extent Altair Engineering Inc. do not satisfy certain financial covenant tests after giving effect to such payments. Any new credit facility that Altair Engineering Inc. may enter into may have similar restrictions. Altair Engineering Inc.'s failure to make cash payments upon the conversion or repurchase of the Convertible Notes as required under the terms of the Convertible Notes would permit holders of the Convertible Notes to accelerate Altair Engineering Inc.'s obligations under the Convertible Notes.\nAltair Engineering Inc.'s loan agreements contain operating and financial covenants that may restrict Altair Engineering Inc.'s business and financing activities."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the repurchase price for Convertible Notes in the event of a fundamental change at Altair Engineering Inc.?', 'gt_answer': 'The repurchase price is defined as 100% of the principal amount of the Convertible Notes to be repurchased, plus accrued and unpaid interest, if any.', 'gt_context': "Holders of the Convertible Notes will have the right to require Altair Engineering Inc. to repurchase their Convertible Notes upon the occurrence of a fundamental change at a defined repurchase price equal to 100% of the principal amount of the Convertible Notes to be repurchased, plus accrued and unpaid interest, if any. In addition, upon conversion of the Convertible Notes, unless Altair Engineering Inc. elect to deliver solely shares of Altair Engineering Inc.'s Class A common stock to settle such conversion (other than paying cash in lieu of delivering any fractional share), Altair Engineering Inc. will be required to make cash payments in respect of the Convertible Notes being converted. However, Altair Engineering Inc. may not have enough available cash or be able to obtain financing at the time Altair Engineering Inc. are required to make repurchases of Convertible Notes surrendered therefor or Convertible Notes being converted."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the payment requirements for Altair Engineering Inc. upon conversion of the Convertible Notes?', 'gt_answer': 'Upon conversion of the Convertible Notes, Altair Engineering Inc. is required to make cash payments in respect of the Convertible Notes being converted, unless they elect to deliver solely shares of their Class A common stock to settle such conversion (other than paying cash in lieu of delivering any fractional share).', 'gt_context': "Holders of the Convertible Notes will have the right to require Altair Engineering Inc. to repurchase their Convertible Notes upon the occurrence of a fundamental change at a defined repurchase price equal to 100% of the principal amount of the Convertible Notes to be repurchased, plus accrued and unpaid interest, if any. In addition, upon conversion of the Convertible Notes, unless Altair Engineering Inc. elect to deliver solely shares of Altair Engineering Inc.'s Class A common stock to settle such conversion (other than paying cash in lieu of delivering any fractional share), Altair Engineering Inc. will be required to make cash payments in respect of the Convertible Notes being converted. However, Altair Engineering Inc. may not have enough available cash or be able to obtain financing at the time Altair Engineering Inc. are required to make repurchases of Convertible Notes surrendered therefor or Convertible Notes being converted."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is a potential risk for Altair Engineering Inc. regarding the repurchase or conversion of Convertible Notes?', 'gt_answer': 'A potential risk is that Altair Engineering Inc. may not have enough available cash or be able to obtain financing at the time they are required to make repurchases of Convertible Notes surrendered therefor or Convertible Notes being converted.', 'gt_context': "Holders of the Convertible Notes will have the right to require Altair Engineering Inc. to repurchase their Convertible Notes upon the occurrence of a fundamental change at a defined repurchase price equal to 100% of the principal amount of the Convertible Notes to be repurchased, plus accrued and unpaid interest, if any. In addition, upon conversion of the Convertible Notes, unless Altair Engineering Inc. elect to deliver solely shares of Altair Engineering Inc.'s Class A common stock to settle such conversion (other than paying cash in lieu of delivering any fractional share), Altair Engineering Inc. will be required to make cash payments in respect of the Convertible Notes being converted. However, Altair Engineering Inc. may not have enough available cash or be able to obtain financing at the time Altair Engineering Inc. are required to make repurchases of Convertible Notes surrendered therefor or Convertible Notes being converted."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s compliance with Section 404 of SOX regarding internal controls over financial reporting?", 'gt_answer': "The primary risk is the potential identification of material weaknesses in Altair Engineering Inc.'s internal control over financial reporting, which could lead to a reasonable possibility of material misstatements in their annual or interim financial statements not being prevented or detected on a timely basis.", 'gt_context': "As a public company, Altair Engineering Inc. are required to maintain internal controls over financial reporting and to report any material weaknesses in such internal controls. Section 404 of SOX requires annual management assessments of the effectiveness of Altair Engineering Inc.'s internal controls over financial reporting. Altair Engineering Inc. have designed, implemented and tested the internal control over financial reporting required to comply with this obligation, which was and is time consuming, costly, and complicated. A material weakness is defined as a deficiency, or combination of deficiencies, in internal control over financial reporting, such that there is a reasonable possibility that a material misstatement of Altair Engineering Inc.'s annual or interim financial statements will not be prevented or detected on a timely basis. In the past, Altair Engineering Inc. have identified material weaknesses in Altair Engineering Inc.'s controls which Altair Engineering Inc. subsequently remediated. Altair Engineering Inc. cannot assure investors that Altair Engineering Inc. will not have material weaknesses in the future. If Altair Engineering Inc. identify material weaknesses in Altair Engineering Inc.'s internal control over financial reporting in the future or if Altair Engineering Inc. are unable to successfully remediate the identified material weaknesses or, if Altair Engineering Inc. are unable to comply with the requirements of Section 404 in a timely manner or assert that Altair Engineering Inc.'s internal control over financial reporting is effective, investors may lose confidence in the accuracy and completeness of Altair Engineering Inc.'s financial reports and the market price of Altair Engineering Inc.'s Class A common stock could be negatively affected, and Altair Engineering Inc. could become subject to investigations by the stock exchange on which Altair Engineering Inc.'s securities are listed, the SEC, or other regulatory authorities,"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could be the consequences for Altair Engineering Inc. if they fail to comply with Section 404 of SOX or if they identify material weaknesses in their internal control over financial reporting?', 'gt_answer': 'If Altair Engineering Inc. fails to comply with Section 404 of SOX or identifies material weaknesses, it could result in a loss of investor confidence in the accuracy and completeness of their financial reports, negatively affecting the market price of their Class A common stock. Additionally, they could become subject to investigations by the stock exchange on which their securities are listed, the SEC, or other regulatory authorities.', 'gt_context': "As a public company, Altair Engineering Inc. are required to maintain internal controls over financial reporting and to report any material weaknesses in such internal controls. Section 404 of SOX requires annual management assessments of the effectiveness of Altair Engineering Inc.'s internal controls over financial reporting. Altair Engineering Inc. have designed, implemented and tested the internal control over financial reporting required to comply with this obligation, which was and is time consuming, costly, and complicated. A material weakness is defined as a deficiency, or combination of deficiencies, in internal control over financial reporting, such that there is a reasonable possibility that a material misstatement of Altair Engineering Inc.'s annual or interim financial statements will not be prevented or detected on a timely basis. In the past, Altair Engineering Inc. have identified material weaknesses in Altair Engineering Inc.'s controls which Altair Engineering Inc. subsequently remediated. Altair Engineering Inc. cannot assure investors that Altair Engineering Inc. will not have material weaknesses in the future. If Altair Engineering Inc. identify material weaknesses in Altair Engineering Inc.'s internal control over financial reporting in the future or if Altair Engineering Inc. are unable to successfully remediate the identified material weaknesses or, if Altair Engineering Inc. are unable to comply with the requirements of Section 404 in a timely manner or assert that Altair Engineering Inc.'s internal control over financial reporting is effective, investors may lose confidence in the accuracy and completeness of Altair Engineering Inc.'s financial reports and the market price of Altair Engineering Inc.'s Class A common stock could be negatively affected, and Altair Engineering Inc. could become subject to investigations by the stock exchange on which Altair Engineering Inc.'s securities are listed, the SEC, or other regulatory authorities,"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What measures has Altair Engineering Inc. taken to address the risk of material weaknesses in their internal control over financial reporting?', 'gt_answer': 'Altair Engineering Inc. has designed, implemented, and tested internal controls over financial reporting to comply with Section 404 of SOX. They have also remediated previously identified material weaknesses in their internal control over financial reporting.', 'gt_context': "As a public company, Altair Engineering Inc. are required to maintain internal controls over financial reporting and to report any material weaknesses in such internal controls. Section 404 of SOX requires annual management assessments of the effectiveness of Altair Engineering Inc.'s internal controls over financial reporting. Altair Engineering Inc. have designed, implemented and tested the internal control over financial reporting required to comply with this obligation, which was and is time consuming, costly, and complicated. A material weakness is defined as a deficiency, or combination of deficiencies, in internal control over financial reporting, such that there is a reasonable possibility that a material misstatement of Altair Engineering Inc.'s annual or interim financial statements will not be prevented or detected on a timely basis. In the past, Altair Engineering Inc. have identified material weaknesses in Altair Engineering Inc.'s controls which Altair Engineering Inc. subsequently remediated. Altair Engineering Inc. cannot assure investors that Altair Engineering Inc. will not have material weaknesses in the future. If Altair Engineering Inc. identify material weaknesses in Altair Engineering Inc.'s internal control over financial reporting in the future or if Altair Engineering Inc. are unable to successfully remediate the identified material weaknesses or, if Altair Engineering Inc. are unable to comply with the requirements of Section 404 in a timely manner or assert that Altair Engineering Inc.'s internal control over financial reporting is effective, investors may lose confidence in the accuracy and completeness of Altair Engineering Inc.'s financial reports and the market price of Altair Engineering Inc.'s Class A common stock could be negatively affected, and Altair Engineering Inc. could become subject to investigations by the stock exchange on which Altair Engineering Inc.'s securities are listed, the SEC, or other regulatory authorities,"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the primary risk associated with the concentrated control of Altair Engineering Inc.?', 'gt_answer': 'The primary risk associated with the concentrated control of Altair Engineering Inc. is that it limits or precludes the ability of stockholders to influence corporate matters, including the election of directors, amendments of organizational documents, and major corporate transactions requiring stockholder approval.', 'gt_context': "This concentrated control will limit or preclude your ability to influence corporate matters for the foreseeable future, including the election of directors, amendments of Altair Engineering Inc.'s organizational documents, and any merger, consolidation, sale of all or substantially all of Altair Engineering Inc.'s assets, or other major corporate transaction requiring stockholder approval. In addition, this may prevent or discourage unsolicited acquisition proposals or offers for Altair Engineering Inc.'s capital stock that you may feel are in your best interest as one of Altair Engineering Inc.'s stockholders.\nFuture transfers by holders of Altair Engineering Inc.'s Class B common stock will generally result in those shares converting to Class A common stock, subject to the specific exceptions set forth in Altair Engineering Inc.'s Delaware certificate of incorporation, such as certain transfers effected for estate planning purposes and between or among Altair Engineering Inc.'s founders. The conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the relative voting power of those holders of Class B common stock who retain their shares in the long-term.\nCertain provisions in Altair Engineering Inc.'s charter documents and Delaware law could prevent an acquisition of Altair Engineering Inc.'s company, limit attempts by Altair Engineering Inc.'s stockholders to replace or remove members of Altair Engineering Inc.'s board of directors or current management and may adversely affect the market price of Altair Engineering Inc.'s Class A common stock."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How does the conversion of Class B common stock to Class A common stock affect the voting power of long-term holders of Class B common stock?', 'gt_answer': 'The conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the relative voting power of those holders of Class B common stock who retain their shares in the long-term.', 'gt_context': "This concentrated control will limit or preclude your ability to influence corporate matters for the foreseeable future, including the election of directors, amendments of Altair Engineering Inc.'s organizational documents, and any merger, consolidation, sale of all or substantially all of Altair Engineering Inc.'s assets, or other major corporate transaction requiring stockholder approval. In addition, this may prevent or discourage unsolicited acquisition proposals or offers for Altair Engineering Inc.'s capital stock that you may feel are in your best interest as one of Altair Engineering Inc.'s stockholders.\nFuture transfers by holders of Altair Engineering Inc.'s Class B common stock will generally result in those shares converting to Class A common stock, subject to the specific exceptions set forth in Altair Engineering Inc.'s Delaware certificate of incorporation, such as certain transfers effected for estate planning purposes and between or among Altair Engineering Inc.'s founders. The conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the relative voting power of those holders of Class B common stock who retain their shares in the long-term.\nCertain provisions in Altair Engineering Inc.'s charter documents and Delaware law could prevent an acquisition of Altair Engineering Inc.'s company, limit attempts by Altair Engineering Inc.'s stockholders to replace or remove members of Altair Engineering Inc.'s board of directors or current management and may adversely affect the market price of Altair Engineering Inc.'s Class A common stock."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What specific provisions in Altair Engineering Inc.'s charter documents and Delaware law could prevent an acquisition of the company and limit attempts by stockholders to replace or remove board members or management?", 'gt_answer': "Certain provisions in Altair Engineering Inc.'s charter documents and Delaware law, such as those that prevent or discourage unsolicited acquisition proposals or offers for the company's capital stock, could prevent an acquisition of the company, limit attempts by stockholders to replace or remove members of the board of directors or current management, and may adversely affect the market price of the company's Class A common stock.", 'gt_context': "This concentrated control will limit or preclude your ability to influence corporate matters for the foreseeable future, including the election of directors, amendments of Altair Engineering Inc.'s organizational documents, and any merger, consolidation, sale of all or substantially all of Altair Engineering Inc.'s assets, or other major corporate transaction requiring stockholder approval. In addition, this may prevent or discourage unsolicited acquisition proposals or offers for Altair Engineering Inc.'s capital stock that you may feel are in your best interest as one of Altair Engineering Inc.'s stockholders.\nFuture transfers by holders of Altair Engineering Inc.'s Class B common stock will generally result in those shares converting to Class A common stock, subject to the specific exceptions set forth in Altair Engineering Inc.'s Delaware certificate of incorporation, such as certain transfers effected for estate planning purposes and between or among Altair Engineering Inc.'s founders. The conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the relative voting power of those holders of Class B common stock who retain their shares in the long-term.\nCertain provisions in Altair Engineering Inc.'s charter documents and Delaware law could prevent an acquisition of Altair Engineering Inc.'s company, limit attempts by Altair Engineering Inc.'s stockholders to replace or remove members of Altair Engineering Inc.'s board of directors or current management and may adversely affect the market price of Altair Engineering Inc.'s Class A common stock."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What percentage of voting power is required to amend certain provisions of Altair Engineering Inc.'s certificate of incorporation and bylaws?", 'gt_answer': "The affirmative vote of holders of at least 66 2/3% of the voting power of all of the then outstanding shares of the voting stock is required to adopt, amend, or repeal provisions of Altair Engineering Inc.'s certificate of incorporation and bylaws relating to specific matters.", 'gt_context': "•\nrequiring the affirmative vote of holders of at least 66 2 / 3 % of the voting power of all of the then outstanding shares of the voting stock, voting together as a single class, to adopt, amend, or repeal provisions of (i) Altair Engineering Inc.'s certificate of incorporation relating to the issuance of preferred stock without stockholder approval, voting rights of Altair Engineering Inc.'s Class A common stock and Altair Engineering Inc.'s Class B common stock, and management of Altair Engineering Inc.'s business, and (ii) Altair Engineering Inc.'s bylaws relating to the ability of stockholders to call a special meeting and amending Altair Engineering Inc.'s bylaws in their entirety, which may inhibit the ability of an acquirer to effect such amendments to facilitate an unsolicited takeover attempt;\n•\nthe ability of Altair Engineering Inc.'s board of directors, by majority vote, to amend Altair Engineering Inc.'s bylaws, which may allow Altair Engineering Inc.'s board of directors to take additional actions to prevent an unsolicited takeover and inhibit the ability of an acquirer to amend Altair Engineering Inc.'s bylaws to facilitate an unsolicited takeover attempt; and\n•\nrequiring advance notice procedures with which stockholders must comply to nominate candidates to Altair Engineering Inc.'s board of directors or to propose matters to be acted upon at a stockholders’ meeting, which may discourage or deter a potential acquirer from conducting a solicitation of proxies to elect the acquirer’s own slate of directors or otherwise attempting to obtain control of Altair Engineering Inc..\nIn addition, as a Delaware corporation, Altair Engineering Inc. are subject to Section 203 of the Delaware General Corporation Law. These provisions may prohibit large stockholders, in particular those owning 15% or more of Altair Engineering Inc.'s outstanding voting stock, from merging or combining with Altair Engineering Inc. for a certain period of time."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How can Altair Engineering Inc.'s board of directors amend the company's bylaws?", 'gt_answer': "Altair Engineering Inc.'s board of directors can amend the company's bylaws by a majority vote, which may allow them to take additional actions to prevent an unsolicited takeover and inhibit the ability of an acquirer to amend the bylaws to facilitate an unsolicited takeover attempt.", 'gt_context': "•\nrequiring the affirmative vote of holders of at least 66 2 / 3 % of the voting power of all of the then outstanding shares of the voting stock, voting together as a single class, to adopt, amend, or repeal provisions of (i) Altair Engineering Inc.'s certificate of incorporation relating to the issuance of preferred stock without stockholder approval, voting rights of Altair Engineering Inc.'s Class A common stock and Altair Engineering Inc.'s Class B common stock, and management of Altair Engineering Inc.'s business, and (ii) Altair Engineering Inc.'s bylaws relating to the ability of stockholders to call a special meeting and amending Altair Engineering Inc.'s bylaws in their entirety, which may inhibit the ability of an acquirer to effect such amendments to facilitate an unsolicited takeover attempt;\n•\nthe ability of Altair Engineering Inc.'s board of directors, by majority vote, to amend Altair Engineering Inc.'s bylaws, which may allow Altair Engineering Inc.'s board of directors to take additional actions to prevent an unsolicited takeover and inhibit the ability of an acquirer to amend Altair Engineering Inc.'s bylaws to facilitate an unsolicited takeover attempt; and\n•\nrequiring advance notice procedures with which stockholders must comply to nominate candidates to Altair Engineering Inc.'s board of directors or to propose matters to be acted upon at a stockholders’ meeting, which may discourage or deter a potential acquirer from conducting a solicitation of proxies to elect the acquirer’s own slate of directors or otherwise attempting to obtain control of Altair Engineering Inc..\nIn addition, as a Delaware corporation, Altair Engineering Inc. are subject to Section 203 of the Delaware General Corporation Law. These provisions may prohibit large stockholders, in particular those owning 15% or more of Altair Engineering Inc.'s outstanding voting stock, from merging or combining with Altair Engineering Inc. for a certain period of time."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What Delaware General Corporation Law provision applies to Altair Engineering Inc. that may affect large stockholders owning 15% or more of the company's outstanding voting stock?", 'gt_answer': "As a Delaware corporation, Altair Engineering Inc. is subject to Section 203 of the Delaware General Corporation Law, which may prohibit large stockholders owning 15% or more of the company's outstanding voting stock from merging or combining with Altair Engineering Inc. for a certain period of time.", 'gt_context': "•\nrequiring the affirmative vote of holders of at least 66 2 / 3 % of the voting power of all of the then outstanding shares of the voting stock, voting together as a single class, to adopt, amend, or repeal provisions of (i) Altair Engineering Inc.'s certificate of incorporation relating to the issuance of preferred stock without stockholder approval, voting rights of Altair Engineering Inc.'s Class A common stock and Altair Engineering Inc.'s Class B common stock, and management of Altair Engineering Inc.'s business, and (ii) Altair Engineering Inc.'s bylaws relating to the ability of stockholders to call a special meeting and amending Altair Engineering Inc.'s bylaws in their entirety, which may inhibit the ability of an acquirer to effect such amendments to facilitate an unsolicited takeover attempt;\n•\nthe ability of Altair Engineering Inc.'s board of directors, by majority vote, to amend Altair Engineering Inc.'s bylaws, which may allow Altair Engineering Inc.'s board of directors to take additional actions to prevent an unsolicited takeover and inhibit the ability of an acquirer to amend Altair Engineering Inc.'s bylaws to facilitate an unsolicited takeover attempt; and\n•\nrequiring advance notice procedures with which stockholders must comply to nominate candidates to Altair Engineering Inc.'s board of directors or to propose matters to be acted upon at a stockholders’ meeting, which may discourage or deter a potential acquirer from conducting a solicitation of proxies to elect the acquirer’s own slate of directors or otherwise attempting to obtain control of Altair Engineering Inc..\nIn addition, as a Delaware corporation, Altair Engineering Inc. are subject to Section 203 of the Delaware General Corporation Law. These provisions may prohibit large stockholders, in particular those owning 15% or more of Altair Engineering Inc.'s outstanding voting stock, from merging or combining with Altair Engineering Inc. for a certain period of time."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What provisions in Altair Engineering Inc.'s certificate of incorporation, bylaws, and Delaware law could discourage potential takeover attempts?", 'gt_answer': "The provisions in Altair Engineering Inc.'s certificate of incorporation, bylaws, and Delaware law that could discourage potential takeover attempts include those that reduce the price investors might be willing to pay for shares of Altair Engineering Inc.'s Class A common stock in the future and result in a lower market price.", 'gt_context': "These and other provisions in Altair Engineering Inc.'s certificate of incorporation, Altair Engineering Inc.'s bylaws and under Delaware law could discourage potential takeover attempts, reduce the price that investors might be willing to pay for shares of Altair Engineering Inc.'s Class A common stock in the future and result in the market price being lower than it would be without these provisions.\nRisks Related to Altair Engineering Inc.'s Indebtedness\nAltair Engineering Inc.'s 0.250% Convertible Senior Notes due 2024, or the Convertible Notes, are effectively subordinated to Altair Engineering Inc.'s secured debt and any liabilities of Altair Engineering Inc.'s subsidiaries."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How are Altair Engineering Inc.'s 0.250% Convertible Senior Notes due 2024 subordinated to other debt?", 'gt_answer': "Altair Engineering Inc.'s 0.250% Convertible Senior Notes due 2024 are effectively subordinated to Altair Engineering Inc.'s secured debt and any liabilities of Altair Engineering Inc.'s subsidiaries.", 'gt_context': "These and other provisions in Altair Engineering Inc.'s certificate of incorporation, Altair Engineering Inc.'s bylaws and under Delaware law could discourage potential takeover attempts, reduce the price that investors might be willing to pay for shares of Altair Engineering Inc.'s Class A common stock in the future and result in the market price being lower than it would be without these provisions.\nRisks Related to Altair Engineering Inc.'s Indebtedness\nAltair Engineering Inc.'s 0.250% Convertible Senior Notes due 2024, or the Convertible Notes, are effectively subordinated to Altair Engineering Inc.'s secured debt and any liabilities of Altair Engineering Inc.'s subsidiaries."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What impact could the provisions in Altair Engineering Inc.'s certificate of incorporation, bylaws, and Delaware law have on the market price of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': "The provisions in Altair Engineering Inc.'s certificate of incorporation, bylaws, and Delaware law could result in the market price of Altair Engineering Inc.'s Class A common stock being lower than it would be without these provisions.", 'gt_context': "These and other provisions in Altair Engineering Inc.'s certificate of incorporation, Altair Engineering Inc.'s bylaws and under Delaware law could discourage potential takeover attempts, reduce the price that investors might be willing to pay for shares of Altair Engineering Inc.'s Class A common stock in the future and result in the market price being lower than it would be without these provisions.\nRisks Related to Altair Engineering Inc.'s Indebtedness\nAltair Engineering Inc.'s 0.250% Convertible Senior Notes due 2024, or the Convertible Notes, are effectively subordinated to Altair Engineering Inc.'s secured debt and any liabilities of Altair Engineering Inc.'s subsidiaries."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What type of insurance may not fully compensate Altair Engineering Inc. for losses or damages resulting from certain events?', 'gt_answer': 'Business interruption insurance', 'gt_context': "Altair Engineering Inc.'s business interruption insurance may not be sufficient to compensate Altair Engineering Inc. fully for losses or damages that may occur as a result of these events, if at all.\nAltair Engineering Inc.'s reported financial results may be adversely affected by changes in accounting principles generally accepted in the United States.\nGAAP are subject to interpretation by the Financial Accounting Standards Board, or FASB, the United States Securities and Exchange Commission, or the SEC, and various bodies formed to promulgate and interpret appropriate accounting principles. A change in these principles or interpretations could have a significant effect on Altair Engineering Inc.'s reported financial results for periods prior and subsequent to such change. The adoption of new standards may require enhancements or changes in Altair Engineering Inc.'s systems and will continue to require significant time and effort of Altair Engineering Inc.'s financial management team.\nAltair Engineering Inc. cannot predict the impact of all of the future changes to accounting principles or Altair Engineering Inc.'s accounting policies on Altair Engineering Inc.'s consolidated financial statements going forward, which could have a significant effect on Altair Engineering Inc.'s reported financial results, and could affect the reporting of transactions completed before the announcement of the change. In addition, if Altair Engineering Inc. were to change Altair Engineering Inc.'s critical accounting estimates, including those related to the recognition of license revenue and other revenue sources, Altair Engineering Inc.'s operating results could be significantly affected."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "Which organization is responsible for interpreting accounting principles that could significantly affect Altair Engineering Inc.'s reported financial results?", 'gt_answer': 'The Financial Accounting Standards Board (FASB), the United States Securities and Exchange Commission (SEC), and various bodies formed to promulgate and interpret appropriate accounting principles.', 'gt_context': "Altair Engineering Inc.'s business interruption insurance may not be sufficient to compensate Altair Engineering Inc. fully for losses or damages that may occur as a result of these events, if at all.\nAltair Engineering Inc.'s reported financial results may be adversely affected by changes in accounting principles generally accepted in the United States.\nGAAP are subject to interpretation by the Financial Accounting Standards Board, or FASB, the United States Securities and Exchange Commission, or the SEC, and various bodies formed to promulgate and interpret appropriate accounting principles. A change in these principles or interpretations could have a significant effect on Altair Engineering Inc.'s reported financial results for periods prior and subsequent to such change. The adoption of new standards may require enhancements or changes in Altair Engineering Inc.'s systems and will continue to require significant time and effort of Altair Engineering Inc.'s financial management team.\nAltair Engineering Inc. cannot predict the impact of all of the future changes to accounting principles or Altair Engineering Inc.'s accounting policies on Altair Engineering Inc.'s consolidated financial statements going forward, which could have a significant effect on Altair Engineering Inc.'s reported financial results, and could affect the reporting of transactions completed before the announcement of the change. In addition, if Altair Engineering Inc. were to change Altair Engineering Inc.'s critical accounting estimates, including those related to the recognition of license revenue and other revenue sources, Altair Engineering Inc.'s operating results could be significantly affected."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What could be the impact on Altair Engineering Inc.'s operating results if the company were to change its critical accounting estimates related to the recognition of license revenue and other revenue sources?", 'gt_answer': 'The operating results could be significantly affected.', 'gt_context': "Altair Engineering Inc.'s business interruption insurance may not be sufficient to compensate Altair Engineering Inc. fully for losses or damages that may occur as a result of these events, if at all.\nAltair Engineering Inc.'s reported financial results may be adversely affected by changes in accounting principles generally accepted in the United States.\nGAAP are subject to interpretation by the Financial Accounting Standards Board, or FASB, the United States Securities and Exchange Commission, or the SEC, and various bodies formed to promulgate and interpret appropriate accounting principles. A change in these principles or interpretations could have a significant effect on Altair Engineering Inc.'s reported financial results for periods prior and subsequent to such change. The adoption of new standards may require enhancements or changes in Altair Engineering Inc.'s systems and will continue to require significant time and effort of Altair Engineering Inc.'s financial management team.\nAltair Engineering Inc. cannot predict the impact of all of the future changes to accounting principles or Altair Engineering Inc.'s accounting policies on Altair Engineering Inc.'s consolidated financial statements going forward, which could have a significant effect on Altair Engineering Inc.'s reported financial results, and could affect the reporting of transactions completed before the announcement of the change. In addition, if Altair Engineering Inc. were to change Altair Engineering Inc.'s critical accounting estimates, including those related to the recognition of license revenue and other revenue sources, Altair Engineering Inc.'s operating results could be significantly affected."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the current accounting method used for convertible debt instruments that may be settled partly or entirely in cash?', 'gt_answer': 'The treasury stock method is currently used for convertible debt instruments that may be settled partly or entirely in cash.', 'gt_context': "In addition, under certain circumstances, convertible debt instruments (such as the Convertible Notes) that may be settled entirely or partly in cash are currently accounted for utilizing the treasury stock method, the effect of which is that the shares issuable upon conversion of the Convertible Notes are not included in the calculation of diluted earnings per share except to the extent that the conversion value of the Convertible Notes exceeds their principal amount. Under the treasury stock method, for diluted earnings per share purposes, the transaction is accounted for as if the number of shares of Class A common stock that would be necessary to settle such excess, if Altair Engineering Inc. elected to settle such excess in shares, are issued. As Altair Engineering Inc.'s stock price increases, the number of shares of Class A common stock used in the computation of fully diluted earnings per share also increases, which will adversely affect Altair Engineering Inc.'s diluted earnings per share.\nIn August 2020, the Financial Accounting Standards Board issued Accounting Standards Update 2020-06, ASC Subtopic 470-20, Debt - Debt with Conversion and Other Options and Accounting Standards Codification subtopic 815-40, Hedging - Contracts in Entity's Own Equity, that change the accounting for the convertible debt instruments. Under the new standard, an entity may no longer separately account for the liability and equity components of convertible debt instruments. Additionally, the guidance eliminates the treasury stock method to calculate diluted earnings per share for convertible debt instruments and requires the use of the “if converted” method. Application of the “if converted” method may negatively affect Altair Engineering Inc.'s diluted earnings per share. The standard is effective for fiscal years beginning after December 15, 2021, including interim periods within those fiscal years and early adoption is permitted."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How does the treasury stock method affect the calculation of diluted earnings per share for convertible debt instruments?', 'gt_answer': 'Under the treasury stock method, the shares issuable upon conversion of the convertible debt instruments are not included in the calculation of diluted earnings per share except to the extent that the conversion value of the convertible debt instruments exceeds their principal amount.', 'gt_context': "In addition, under certain circumstances, convertible debt instruments (such as the Convertible Notes) that may be settled entirely or partly in cash are currently accounted for utilizing the treasury stock method, the effect of which is that the shares issuable upon conversion of the Convertible Notes are not included in the calculation of diluted earnings per share except to the extent that the conversion value of the Convertible Notes exceeds their principal amount. Under the treasury stock method, for diluted earnings per share purposes, the transaction is accounted for as if the number of shares of Class A common stock that would be necessary to settle such excess, if Altair Engineering Inc. elected to settle such excess in shares, are issued. As Altair Engineering Inc.'s stock price increases, the number of shares of Class A common stock used in the computation of fully diluted earnings per share also increases, which will adversely affect Altair Engineering Inc.'s diluted earnings per share.\nIn August 2020, the Financial Accounting Standards Board issued Accounting Standards Update 2020-06, ASC Subtopic 470-20, Debt - Debt with Conversion and Other Options and Accounting Standards Codification subtopic 815-40, Hedging - Contracts in Entity's Own Equity, that change the accounting for the convertible debt instruments. Under the new standard, an entity may no longer separately account for the liability and equity components of convertible debt instruments. Additionally, the guidance eliminates the treasury stock method to calculate diluted earnings per share for convertible debt instruments and requires the use of the “if converted” method. Application of the “if converted” method may negatively affect Altair Engineering Inc.'s diluted earnings per share. The standard is effective for fiscal years beginning after December 15, 2021, including interim periods within those fiscal years and early adoption is permitted."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What changes will the new accounting standard issued by the Financial Accounting Standards Board bring to the accounting of convertible debt instruments?', 'gt_answer': "The new accounting standard issued by the Financial Accounting Standards Board will eliminate the separate accounting for the liability and equity components of convertible debt instruments and require the use of the 'if converted' method for calculating diluted earnings per share.", 'gt_context': "In addition, under certain circumstances, convertible debt instruments (such as the Convertible Notes) that may be settled entirely or partly in cash are currently accounted for utilizing the treasury stock method, the effect of which is that the shares issuable upon conversion of the Convertible Notes are not included in the calculation of diluted earnings per share except to the extent that the conversion value of the Convertible Notes exceeds their principal amount. Under the treasury stock method, for diluted earnings per share purposes, the transaction is accounted for as if the number of shares of Class A common stock that would be necessary to settle such excess, if Altair Engineering Inc. elected to settle such excess in shares, are issued. As Altair Engineering Inc.'s stock price increases, the number of shares of Class A common stock used in the computation of fully diluted earnings per share also increases, which will adversely affect Altair Engineering Inc.'s diluted earnings per share.\nIn August 2020, the Financial Accounting Standards Board issued Accounting Standards Update 2020-06, ASC Subtopic 470-20, Debt - Debt with Conversion and Other Options and Accounting Standards Codification subtopic 815-40, Hedging - Contracts in Entity's Own Equity, that change the accounting for the convertible debt instruments. Under the new standard, an entity may no longer separately account for the liability and equity components of convertible debt instruments. Additionally, the guidance eliminates the treasury stock method to calculate diluted earnings per share for convertible debt instruments and requires the use of the “if converted” method. Application of the “if converted” method may negatively affect Altair Engineering Inc.'s diluted earnings per share. The standard is effective for fiscal years beginning after December 15, 2021, including interim periods within those fiscal years and early adoption is permitted."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s dual class structure of common stock?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s dual class structure of common stock is the concentration of voting control with certain stockholders who hold shares of Class B common stock, including the company's founders, directors, executive officers, and affiliates, who hold approximately 87% of the voting power. This limits or precludes the ability of other stockholders to influence corporate matters.", 'gt_context': "The dual class structure of Altair Engineering Inc.'s common stock has the effect of concentrating voting control with certain stockholders who hold shares of Altair Engineering Inc.'s Class B common stock, including Altair Engineering Inc.'s founders, certain of Altair Engineering Inc.'s directors and executive officers and affiliates, who hold in the aggregate approximately 87% of the voting power of Altair Engineering Inc.'s capital stock. This will limit or preclude your ability to influence corporate matters, including the election of directors, amendments of Altair Engineering Inc.'s organizational documents, and any merger, consolidation, sale of all or substantially all of Altair Engineering Inc.'s assets, or other major corporate transaction requiring stockholder approval.\nAltair Engineering Inc.'s Class B common stock has ten votes per share, and Altair Engineering Inc.'s Class A common stock has one vote per share. Altair Engineering Inc.'s Class B stockholders, including Altair Engineering Inc.'s founders, certain of Altair Engineering Inc.'s directors and executive officers, and affiliates, hold, in the aggregate approximately 87% of the voting power of Altair Engineering Inc.'s capital stock. The ten-to-one voting ratio between Altair Engineering Inc.'s Class B and Class A common stock, results in the holders of Altair Engineering Inc.'s Class B common stock collectively controlling a majority of the combined voting power of Altair Engineering Inc.'s common stock and therefore being able to control all matters submitted to Altair Engineering Inc.'s stockholders for approval until 2029, or upon the occurrence of a triggering event at which time all shares of Altair Engineering Inc.'s Class B common stock will automatically convert into shares of Altair Engineering Inc.'s Class A common stock, or on an earlier date, as set forth in Altair Engineering Inc.'s Delaware certificate of incorporation."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does the voting power differ between Altair Engineering Inc.'s Class A and Class B common stock?", 'gt_answer': "Altair Engineering Inc.'s Class B common stock has ten votes per share, while Class A common stock has one vote per share. This ten-to-one voting ratio results in the holders of Class B common stock collectively controlling a majority of the combined voting power of the company's common stock.", 'gt_context': "The dual class structure of Altair Engineering Inc.'s common stock has the effect of concentrating voting control with certain stockholders who hold shares of Altair Engineering Inc.'s Class B common stock, including Altair Engineering Inc.'s founders, certain of Altair Engineering Inc.'s directors and executive officers and affiliates, who hold in the aggregate approximately 87% of the voting power of Altair Engineering Inc.'s capital stock. This will limit or preclude your ability to influence corporate matters, including the election of directors, amendments of Altair Engineering Inc.'s organizational documents, and any merger, consolidation, sale of all or substantially all of Altair Engineering Inc.'s assets, or other major corporate transaction requiring stockholder approval.\nAltair Engineering Inc.'s Class B common stock has ten votes per share, and Altair Engineering Inc.'s Class A common stock has one vote per share. Altair Engineering Inc.'s Class B stockholders, including Altair Engineering Inc.'s founders, certain of Altair Engineering Inc.'s directors and executive officers, and affiliates, hold, in the aggregate approximately 87% of the voting power of Altair Engineering Inc.'s capital stock. The ten-to-one voting ratio between Altair Engineering Inc.'s Class B and Class A common stock, results in the holders of Altair Engineering Inc.'s Class B common stock collectively controlling a majority of the combined voting power of Altair Engineering Inc.'s common stock and therefore being able to control all matters submitted to Altair Engineering Inc.'s stockholders for approval until 2029, or upon the occurrence of a triggering event at which time all shares of Altair Engineering Inc.'s Class B common stock will automatically convert into shares of Altair Engineering Inc.'s Class A common stock, or on an earlier date, as set forth in Altair Engineering Inc.'s Delaware certificate of incorporation."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "When will the holders of Altair Engineering Inc.'s Class B common stock lose their majority voting power?", 'gt_answer': "The holders of Altair Engineering Inc.'s Class B common stock will lose their majority voting power in 2029, or upon the occurrence of a triggering event at which time all shares of Class B common stock will automatically convert into shares of Class A common stock, or on an earlier date, as set forth in the company's Delaware certificate of incorporation.", 'gt_context': "The dual class structure of Altair Engineering Inc.'s common stock has the effect of concentrating voting control with certain stockholders who hold shares of Altair Engineering Inc.'s Class B common stock, including Altair Engineering Inc.'s founders, certain of Altair Engineering Inc.'s directors and executive officers and affiliates, who hold in the aggregate approximately 87% of the voting power of Altair Engineering Inc.'s capital stock. This will limit or preclude your ability to influence corporate matters, including the election of directors, amendments of Altair Engineering Inc.'s organizational documents, and any merger, consolidation, sale of all or substantially all of Altair Engineering Inc.'s assets, or other major corporate transaction requiring stockholder approval.\nAltair Engineering Inc.'s Class B common stock has ten votes per share, and Altair Engineering Inc.'s Class A common stock has one vote per share. Altair Engineering Inc.'s Class B stockholders, including Altair Engineering Inc.'s founders, certain of Altair Engineering Inc.'s directors and executive officers, and affiliates, hold, in the aggregate approximately 87% of the voting power of Altair Engineering Inc.'s capital stock. The ten-to-one voting ratio between Altair Engineering Inc.'s Class B and Class A common stock, results in the holders of Altair Engineering Inc.'s Class B common stock collectively controlling a majority of the combined voting power of Altair Engineering Inc.'s common stock and therefore being able to control all matters submitted to Altair Engineering Inc.'s stockholders for approval until 2029, or upon the occurrence of a triggering event at which time all shares of Altair Engineering Inc.'s Class B common stock will automatically convert into shares of Altair Engineering Inc.'s Class A common stock, or on an earlier date, as set forth in Altair Engineering Inc.'s Delaware certificate of incorporation."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the potential impact on Altair Engineering Inc.'s Class A common stock if a large number of shares are sold by holders under the equity compensation plans?", 'gt_answer': "If the holders of these shares choose to sell a large number of shares, they could adversely affect the market price for Altair Engineering Inc.'s Class A common stock.", 'gt_context': "Altair Engineering Inc. have registered the offer and sale of an aggregate of approximately 22,132,893 shares of Class A common stock that have been issued or reserved for future issuance under Altair Engineering Inc.'s equity compensation plans on a Form S-8 registration statement. These shares can be freely sold in the public market upon issuance, unless they are held by “affiliates,” as that term is defined in Rule 144 of the Securities Act. Additionally, the number of shares of Class A common stock available for grant and issuance under Altair Engineering Inc.'s 2017 Equity Incentive Plan is subject to an automatic annual increase on January 1 of each year beginning in 2018 by an amount equal to the lesser of (i) 3% of the number of shares of all classes of Altair Engineering Inc.'s common stock outstanding on December 31 of the preceding calendar year or (ii) a lesser number of shares of Class A common stock determined by Altair Engineering Inc.'s board of directors. Altair Engineering Inc. also intend to register the offer and sale of any\nshares of Class A common stock resulting from such increases. If the holders of these shares choose to sell a large number of shares, they could adversely affect the market price for Altair Engineering Inc.'s Class A common stock.\nAltair Engineering Inc. may also issue shares of Altair Engineering Inc.'s Class A common stock or securities convertible into shares of Altair Engineering Inc.'s Class A common stock from time to time in connection with a financing, acquisition, investment or otherwise. Any such issuance could result in substantial dilution to Altair Engineering Inc.'s existing stockholders and cause the trading price of Altair Engineering Inc.'s Class A common stock to decline."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does the number of shares of Class A common stock available for grant and issuance under Altair Engineering Inc.'s 2017 Equity Incentive Plan increase annually?", 'gt_answer': "The number of shares of Class A common stock available for grant and issuance under Altair Engineering Inc.'s 2017 Equity Incentive Plan is subject to an automatic annual increase on January 1 of each year beginning in 2018 by an amount equal to the lesser of (i) 3% of the number of shares of all classes of Altair Engineering Inc.'s common stock outstanding on December 31 of the preceding calendar year or (ii) a lesser number of shares of Class A common stock determined by Altair Engineering Inc.'s board of directors.", 'gt_context': "Altair Engineering Inc. have registered the offer and sale of an aggregate of approximately 22,132,893 shares of Class A common stock that have been issued or reserved for future issuance under Altair Engineering Inc.'s equity compensation plans on a Form S-8 registration statement. These shares can be freely sold in the public market upon issuance, unless they are held by “affiliates,” as that term is defined in Rule 144 of the Securities Act. Additionally, the number of shares of Class A common stock available for grant and issuance under Altair Engineering Inc.'s 2017 Equity Incentive Plan is subject to an automatic annual increase on January 1 of each year beginning in 2018 by an amount equal to the lesser of (i) 3% of the number of shares of all classes of Altair Engineering Inc.'s common stock outstanding on December 31 of the preceding calendar year or (ii) a lesser number of shares of Class A common stock determined by Altair Engineering Inc.'s board of directors. Altair Engineering Inc. also intend to register the offer and sale of any\nshares of Class A common stock resulting from such increases. If the holders of these shares choose to sell a large number of shares, they could adversely affect the market price for Altair Engineering Inc.'s Class A common stock.\nAltair Engineering Inc. may also issue shares of Altair Engineering Inc.'s Class A common stock or securities convertible into shares of Altair Engineering Inc.'s Class A common stock from time to time in connection with a financing, acquisition, investment or otherwise. Any such issuance could result in substantial dilution to Altair Engineering Inc.'s existing stockholders and cause the trading price of Altair Engineering Inc.'s Class A common stock to decline."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the potential impact on existing stockholders if Altair Engineering Inc. issues additional shares of Class A common stock or securities convertible into shares of Class A common stock?', 'gt_answer': "Any such issuance could result in substantial dilution to Altair Engineering Inc.'s existing stockholders and cause the trading price of Altair Engineering Inc.'s Class A common stock to decline.", 'gt_context': "Altair Engineering Inc. have registered the offer and sale of an aggregate of approximately 22,132,893 shares of Class A common stock that have been issued or reserved for future issuance under Altair Engineering Inc.'s equity compensation plans on a Form S-8 registration statement. These shares can be freely sold in the public market upon issuance, unless they are held by “affiliates,” as that term is defined in Rule 144 of the Securities Act. Additionally, the number of shares of Class A common stock available for grant and issuance under Altair Engineering Inc.'s 2017 Equity Incentive Plan is subject to an automatic annual increase on January 1 of each year beginning in 2018 by an amount equal to the lesser of (i) 3% of the number of shares of all classes of Altair Engineering Inc.'s common stock outstanding on December 31 of the preceding calendar year or (ii) a lesser number of shares of Class A common stock determined by Altair Engineering Inc.'s board of directors. Altair Engineering Inc. also intend to register the offer and sale of any\nshares of Class A common stock resulting from such increases. If the holders of these shares choose to sell a large number of shares, they could adversely affect the market price for Altair Engineering Inc.'s Class A common stock.\nAltair Engineering Inc. may also issue shares of Altair Engineering Inc.'s Class A common stock or securities convertible into shares of Altair Engineering Inc.'s Class A common stock from time to time in connection with a financing, acquisition, investment or otherwise. Any such issuance could result in substantial dilution to Altair Engineering Inc.'s existing stockholders and cause the trading price of Altair Engineering Inc.'s Class A common stock to decline."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the potential impact of transactions related to Convertible Notes on the value of Altair Engineering Inc.'s Class A common stock?", 'gt_answer': 'Transactions related to Convertible Notes may dilute the ownership interests of existing stockholders if Altair Engineering Inc. satisfies its conversion obligation by delivering shares of Class A common stock upon conversion of the Convertible Notes.', 'gt_context': "Transactions relating to the Convertible Notes may affect the value of Altair Engineering Inc.'s Class A common stock.\nThe conversion of some or all of the Convertible Notes would dilute the ownership interests of existing stockholders to the extent Altair Engineering Inc. satisfy Altair Engineering Inc.'s conversion obligation by delivering shares of Altair Engineering Inc.'s Class A common stock upon any conversion of the Convertible Notes. If holders of Altair Engineering Inc.'s Convertible Notes elect to convert their notes, Altair Engineering Inc. may settle Altair Engineering Inc.'s conversion obligation by delivering to them a significant number of shares of Altair Engineering Inc.'s Class A common stock, which would cause dilution to Altair Engineering Inc.'s existing stockholders.\nGeneral Risk Factors\nIf Altair Engineering Inc. are unable to attract and retain key personnel, Altair Engineering Inc. may be unable to achieve Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc.'s business is dependent on Altair Engineering Inc.'s ability to attract and retain highly skilled software engineers, data scientists, salespeople, and support teams. There is significant industry competition for these individuals. Altair Engineering Inc. have many employees whose equity awards in Altair Engineering Inc.'s company are fully vested and may increase their personal wealth, which could affect their decision to remain with Altair Engineering Inc.'s. Failure to attract or retain key personnel could delay or prevent the achievement of Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc. may require additional capital to support Altair Engineering Inc.'s business, which may not be available on acceptable terms."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What is the risk associated with attracting and retaining key personnel at Altair Engineering Inc.?', 'gt_answer': 'Altair Engineering Inc. faces the risk of being unable to attract and retain highly skilled software engineers, data scientists, salespeople, and support teams, which could delay or prevent the achievement of its business objectives.', 'gt_context': "Transactions relating to the Convertible Notes may affect the value of Altair Engineering Inc.'s Class A common stock.\nThe conversion of some or all of the Convertible Notes would dilute the ownership interests of existing stockholders to the extent Altair Engineering Inc. satisfy Altair Engineering Inc.'s conversion obligation by delivering shares of Altair Engineering Inc.'s Class A common stock upon any conversion of the Convertible Notes. If holders of Altair Engineering Inc.'s Convertible Notes elect to convert their notes, Altair Engineering Inc. may settle Altair Engineering Inc.'s conversion obligation by delivering to them a significant number of shares of Altair Engineering Inc.'s Class A common stock, which would cause dilution to Altair Engineering Inc.'s existing stockholders.\nGeneral Risk Factors\nIf Altair Engineering Inc. are unable to attract and retain key personnel, Altair Engineering Inc. may be unable to achieve Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc.'s business is dependent on Altair Engineering Inc.'s ability to attract and retain highly skilled software engineers, data scientists, salespeople, and support teams. There is significant industry competition for these individuals. Altair Engineering Inc. have many employees whose equity awards in Altair Engineering Inc.'s company are fully vested and may increase their personal wealth, which could affect their decision to remain with Altair Engineering Inc.'s. Failure to attract or retain key personnel could delay or prevent the achievement of Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc. may require additional capital to support Altair Engineering Inc.'s business, which may not be available on acceptable terms."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk related to Altair Engineering Inc.'s potential need for additional capital?", 'gt_answer': 'Altair Engineering Inc. may require additional capital to support its business, and there is a risk that such capital may not be available on acceptable terms.', 'gt_context': "Transactions relating to the Convertible Notes may affect the value of Altair Engineering Inc.'s Class A common stock.\nThe conversion of some or all of the Convertible Notes would dilute the ownership interests of existing stockholders to the extent Altair Engineering Inc. satisfy Altair Engineering Inc.'s conversion obligation by delivering shares of Altair Engineering Inc.'s Class A common stock upon any conversion of the Convertible Notes. If holders of Altair Engineering Inc.'s Convertible Notes elect to convert their notes, Altair Engineering Inc. may settle Altair Engineering Inc.'s conversion obligation by delivering to them a significant number of shares of Altair Engineering Inc.'s Class A common stock, which would cause dilution to Altair Engineering Inc.'s existing stockholders.\nGeneral Risk Factors\nIf Altair Engineering Inc. are unable to attract and retain key personnel, Altair Engineering Inc. may be unable to achieve Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc.'s business is dependent on Altair Engineering Inc.'s ability to attract and retain highly skilled software engineers, data scientists, salespeople, and support teams. There is significant industry competition for these individuals. Altair Engineering Inc. have many employees whose equity awards in Altair Engineering Inc.'s company are fully vested and may increase their personal wealth, which could affect their decision to remain with Altair Engineering Inc.'s. Failure to attract or retain key personnel could delay or prevent the achievement of Altair Engineering Inc.'s business objectives.\nAltair Engineering Inc. may require additional capital to support Altair Engineering Inc.'s business, which may not be available on acceptable terms."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s ability to repurchase or pay cash upon conversions of the Convertible Notes?", 'gt_answer': "The primary risk is that Altair Engineering Inc.'s ability to repurchase the Convertible Notes or to pay cash upon conversions of the Convertible Notes may be limited by law, regulatory authority, or agreements governing Altair Engineering Inc.'s indebtedness, including its existing revolving credit facility.", 'gt_context': "In addition, Altair Engineering Inc.'s ability to repurchase the Convertible Notes or to pay cash upon conversions of the Convertible Notes may be limited by law, by regulatory authority or by agreements governing Altair Engineering Inc.'s indebtedness including Altair Engineering Inc.'s existing revolving credit facility. Altair Engineering Inc.'s failure to repurchase Convertible Notes at a time when the repurchase is required by the indenture or to pay any cash payable on future conversions of the Convertible Notes as required by the indenture would constitute a default under the indenture. A default under the indenture or the occurrence of a fundamental change itself would likely also lead to a default under Altair Engineering Inc.'s revolving credit facility and may lead to a default under agreements governing Altair Engineering Inc.'s future indebtedness. If the repayment of the related indebtedness were to be accelerated after any applicable notice or grace periods, Altair Engineering Inc. may not have sufficient funds to repay the indebtedness and repurchase the Convertible Notes or make cash payments upon conversions thereof.\nAltair Engineering Inc.'s revolving credit facility limits Altair Engineering Inc.'s ability to pay any cash amount upon the conversion or repurchase of the Convertible Notes."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What could happen if Altair Engineering Inc. fails to repurchase Convertible Notes or pay cash upon conversions as required by the indenture?', 'gt_answer': "If Altair Engineering Inc. fails to repurchase Convertible Notes at a time when the repurchase is required by the indenture or to pay any cash payable on future conversions of the Convertible Notes as required by the indenture, it would constitute a default under the indenture. This default could lead to a default under Altair Engineering Inc.'s revolving credit facility and may lead to a default under agreements governing Altair Engineering Inc.'s future indebtedness.", 'gt_context': "In addition, Altair Engineering Inc.'s ability to repurchase the Convertible Notes or to pay cash upon conversions of the Convertible Notes may be limited by law, by regulatory authority or by agreements governing Altair Engineering Inc.'s indebtedness including Altair Engineering Inc.'s existing revolving credit facility. Altair Engineering Inc.'s failure to repurchase Convertible Notes at a time when the repurchase is required by the indenture or to pay any cash payable on future conversions of the Convertible Notes as required by the indenture would constitute a default under the indenture. A default under the indenture or the occurrence of a fundamental change itself would likely also lead to a default under Altair Engineering Inc.'s revolving credit facility and may lead to a default under agreements governing Altair Engineering Inc.'s future indebtedness. If the repayment of the related indebtedness were to be accelerated after any applicable notice or grace periods, Altair Engineering Inc. may not have sufficient funds to repay the indebtedness and repurchase the Convertible Notes or make cash payments upon conversions thereof.\nAltair Engineering Inc.'s revolving credit facility limits Altair Engineering Inc.'s ability to pay any cash amount upon the conversion or repurchase of the Convertible Notes."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How does Altair Engineering Inc.'s revolving credit facility impact its ability to pay cash amounts upon the conversion or repurchase of the Convertible Notes?", 'gt_answer': "Altair Engineering Inc.'s revolving credit facility limits Altair Engineering Inc.'s ability to pay any cash amount upon the conversion or repurchase of the Convertible Notes.", 'gt_context': "In addition, Altair Engineering Inc.'s ability to repurchase the Convertible Notes or to pay cash upon conversions of the Convertible Notes may be limited by law, by regulatory authority or by agreements governing Altair Engineering Inc.'s indebtedness including Altair Engineering Inc.'s existing revolving credit facility. Altair Engineering Inc.'s failure to repurchase Convertible Notes at a time when the repurchase is required by the indenture or to pay any cash payable on future conversions of the Convertible Notes as required by the indenture would constitute a default under the indenture. A default under the indenture or the occurrence of a fundamental change itself would likely also lead to a default under Altair Engineering Inc.'s revolving credit facility and may lead to a default under agreements governing Altair Engineering Inc.'s future indebtedness. If the repayment of the related indebtedness were to be accelerated after any applicable notice or grace periods, Altair Engineering Inc. may not have sufficient funds to repay the indebtedness and repurchase the Convertible Notes or make cash payments upon conversions thereof.\nAltair Engineering Inc.'s revolving credit facility limits Altair Engineering Inc.'s ability to pay any cash amount upon the conversion or repurchase of the Convertible Notes."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with market opportunity estimates and growth forecasts in Altair Engineering Inc.'s public disclosures?", 'gt_answer': 'The primary risk is that these estimates and forecasts are subject to significant uncertainty and are based on assumptions and estimates that may not prove to be accurate.', 'gt_context': "Market opportunity estimates and growth forecasts included in Altair Engineering Inc.'s periodic reports or other public disclosures, including those Altair Engineering Inc. have generated ourselves, are subject to significant uncertainty and are based on assumptions and estimates that may not prove to be accurate. Even if the market in which Altair Engineering Inc. compete meets the size estimates and growth forecasted in Altair Engineering Inc.'s periodic reports or other public disclosures, Altair Engineering Inc.'s business could fail to grow for a variety of reasons, which would adversely affect Altair Engineering Inc.'s results of operations.\nBusiness interruptions could adversely affect Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s operations and Altair Engineering Inc.'s customers are vulnerable to interruptions by fire, flood, earthquake, power loss, telecommunications failure, terrorist attacks, wars, pandemics, environmental and climate change, and other events beyond Altair Engineering Inc.'s control. A catastrophic event that results in the destruction of any of Altair Engineering Inc.'s critical business or information technology systems could severely affect Altair Engineering Inc.'s ability to conduct normal business operations, including system interruptions, reputational harm, delays in Altair Engineering Inc.'s software development, breaches of data security and loss of critical data.\nAltair Engineering Inc. rely on Altair Engineering Inc.'s network and third-party infrastructure and applications, internal technology systems, and Altair Engineering Inc.'s websites for Altair Engineering Inc.'s development, marketing, operational support, hosted services and sales activities. If these systems were to fail or be negatively impacted as a result of a natural disaster or other event, Altair Engineering Inc.'s ability to deliver software and training to Altair Engineering Inc.'s customers could be impaired."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What types of events could potentially cause business interruptions for Altair Engineering Inc.?', 'gt_answer': "Events such as fire, flood, earthquake, power loss, telecommunications failure, terrorist attacks, wars, pandemics, environmental and climate change, and other events beyond Altair Engineering Inc.'s control could potentially cause business interruptions.", 'gt_context': "Market opportunity estimates and growth forecasts included in Altair Engineering Inc.'s periodic reports or other public disclosures, including those Altair Engineering Inc. have generated ourselves, are subject to significant uncertainty and are based on assumptions and estimates that may not prove to be accurate. Even if the market in which Altair Engineering Inc. compete meets the size estimates and growth forecasted in Altair Engineering Inc.'s periodic reports or other public disclosures, Altair Engineering Inc.'s business could fail to grow for a variety of reasons, which would adversely affect Altair Engineering Inc.'s results of operations.\nBusiness interruptions could adversely affect Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s operations and Altair Engineering Inc.'s customers are vulnerable to interruptions by fire, flood, earthquake, power loss, telecommunications failure, terrorist attacks, wars, pandemics, environmental and climate change, and other events beyond Altair Engineering Inc.'s control. A catastrophic event that results in the destruction of any of Altair Engineering Inc.'s critical business or information technology systems could severely affect Altair Engineering Inc.'s ability to conduct normal business operations, including system interruptions, reputational harm, delays in Altair Engineering Inc.'s software development, breaches of data security and loss of critical data.\nAltair Engineering Inc. rely on Altair Engineering Inc.'s network and third-party infrastructure and applications, internal technology systems, and Altair Engineering Inc.'s websites for Altair Engineering Inc.'s development, marketing, operational support, hosted services and sales activities. If these systems were to fail or be negatively impacted as a result of a natural disaster or other event, Altair Engineering Inc.'s ability to deliver software and training to Altair Engineering Inc.'s customers could be impaired."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could a catastrophic event affecting Altair Engineering Inc.'s critical business or information technology systems impact the company's operations?", 'gt_answer': "A catastrophic event could severely affect Altair Engineering Inc.'s ability to conduct normal business operations, including system interruptions, reputational harm, delays in software development, breaches of data security, and loss of critical data.", 'gt_context': "Market opportunity estimates and growth forecasts included in Altair Engineering Inc.'s periodic reports or other public disclosures, including those Altair Engineering Inc. have generated ourselves, are subject to significant uncertainty and are based on assumptions and estimates that may not prove to be accurate. Even if the market in which Altair Engineering Inc. compete meets the size estimates and growth forecasted in Altair Engineering Inc.'s periodic reports or other public disclosures, Altair Engineering Inc.'s business could fail to grow for a variety of reasons, which would adversely affect Altair Engineering Inc.'s results of operations.\nBusiness interruptions could adversely affect Altair Engineering Inc.'s business.\nAltair Engineering Inc.'s operations and Altair Engineering Inc.'s customers are vulnerable to interruptions by fire, flood, earthquake, power loss, telecommunications failure, terrorist attacks, wars, pandemics, environmental and climate change, and other events beyond Altair Engineering Inc.'s control. A catastrophic event that results in the destruction of any of Altair Engineering Inc.'s critical business or information technology systems could severely affect Altair Engineering Inc.'s ability to conduct normal business operations, including system interruptions, reputational harm, delays in Altair Engineering Inc.'s software development, breaches of data security and loss of critical data.\nAltair Engineering Inc. rely on Altair Engineering Inc.'s network and third-party infrastructure and applications, internal technology systems, and Altair Engineering Inc.'s websites for Altair Engineering Inc.'s development, marketing, operational support, hosted services and sales activities. If these systems were to fail or be negatively impacted as a result of a natural disaster or other event, Altair Engineering Inc.'s ability to deliver software and training to Altair Engineering Inc.'s customers could be impaired."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s need to raise additional funds through equity or debt financings?", 'gt_answer': "The primary risk is significant dilution of stockholders and the potential for new equity securities to have rights, preferences, and privileges superior to those of holders of Altair Engineering Inc.'s Class A common stock.", 'gt_context': "Altair Engineering Inc. expect to continue to make investments in Altair Engineering Inc.'s business, which may require Altair Engineering Inc. to raise additional funds. Altair Engineering Inc. may raise these funds through either equity or debt financings. Issuances of equity or convertible debt securities may significantly dilute stockholders and any new equity securities could have rights, preferences and privileges superior to those holders of Altair Engineering Inc.'s Class A common stock. In addition to the restrictions under Altair Engineering Inc.'s current credit agreement, any future debt financings could contain restrictive covenants relating to Altair Engineering Inc.'s capital raising activities and other financial and operational matters, which may make it more difficult for Altair Engineering Inc. to obtain additional capital, manage Altair Engineering Inc.'s business and pursue business opportunities, including potential acquisitions.\nAltair Engineering Inc. may not be able to obtain additional financing on terms favorable to Altair Engineering Inc.. If Altair Engineering Inc. are unable to obtain adequate financing or financing on terms satisfactory to Altair Engineering Inc. when Altair Engineering Inc. require it, Altair Engineering Inc.'s ability to continue to support Altair Engineering Inc.'s growth, develop new software or add capabilities and enhancements to Altair Engineering Inc.'s existing software and respond to business challenges could be significantly impaired, and Altair Engineering Inc.'s business may be adversely affected.\nThe estimates of market opportunity and forecasts of market growth included in Altair Engineering Inc.'s periodic reports or other public disclosures may prove to be inaccurate, and even if the market in which Altair Engineering Inc. compete achieves the forecasted growth, Altair Engineering Inc.'s business could fail to grow at similar rates, if at all."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could restrictive covenants in future debt financings impact Altair Engineering Inc.'s ability to raise capital and manage its business?", 'gt_answer': 'Restrictive covenants could make it more difficult for Altair Engineering Inc. to obtain additional capital, manage its business, and pursue business opportunities, including potential acquisitions.', 'gt_context': "Altair Engineering Inc. expect to continue to make investments in Altair Engineering Inc.'s business, which may require Altair Engineering Inc. to raise additional funds. Altair Engineering Inc. may raise these funds through either equity or debt financings. Issuances of equity or convertible debt securities may significantly dilute stockholders and any new equity securities could have rights, preferences and privileges superior to those holders of Altair Engineering Inc.'s Class A common stock. In addition to the restrictions under Altair Engineering Inc.'s current credit agreement, any future debt financings could contain restrictive covenants relating to Altair Engineering Inc.'s capital raising activities and other financial and operational matters, which may make it more difficult for Altair Engineering Inc. to obtain additional capital, manage Altair Engineering Inc.'s business and pursue business opportunities, including potential acquisitions.\nAltair Engineering Inc. may not be able to obtain additional financing on terms favorable to Altair Engineering Inc.. If Altair Engineering Inc. are unable to obtain adequate financing or financing on terms satisfactory to Altair Engineering Inc. when Altair Engineering Inc. require it, Altair Engineering Inc.'s ability to continue to support Altair Engineering Inc.'s growth, develop new software or add capabilities and enhancements to Altair Engineering Inc.'s existing software and respond to business challenges could be significantly impaired, and Altair Engineering Inc.'s business may be adversely affected.\nThe estimates of market opportunity and forecasts of market growth included in Altair Engineering Inc.'s periodic reports or other public disclosures may prove to be inaccurate, and even if the market in which Altair Engineering Inc. compete achieves the forecasted growth, Altair Engineering Inc.'s business could fail to grow at similar rates, if at all."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk associated with the market opportunity estimates and growth forecasts included in Altair Engineering Inc.'s periodic reports or other public disclosures?", 'gt_answer': "The risk is that these estimates and forecasts may prove to be inaccurate, and even if the market achieves the forecasted growth, Altair Engineering Inc.'s business could fail to grow at similar rates, if at all.", 'gt_context': "Altair Engineering Inc. expect to continue to make investments in Altair Engineering Inc.'s business, which may require Altair Engineering Inc. to raise additional funds. Altair Engineering Inc. may raise these funds through either equity or debt financings. Issuances of equity or convertible debt securities may significantly dilute stockholders and any new equity securities could have rights, preferences and privileges superior to those holders of Altair Engineering Inc.'s Class A common stock. In addition to the restrictions under Altair Engineering Inc.'s current credit agreement, any future debt financings could contain restrictive covenants relating to Altair Engineering Inc.'s capital raising activities and other financial and operational matters, which may make it more difficult for Altair Engineering Inc. to obtain additional capital, manage Altair Engineering Inc.'s business and pursue business opportunities, including potential acquisitions.\nAltair Engineering Inc. may not be able to obtain additional financing on terms favorable to Altair Engineering Inc.. If Altair Engineering Inc. are unable to obtain adequate financing or financing on terms satisfactory to Altair Engineering Inc. when Altair Engineering Inc. require it, Altair Engineering Inc.'s ability to continue to support Altair Engineering Inc.'s growth, develop new software or add capabilities and enhancements to Altair Engineering Inc.'s existing software and respond to business challenges could be significantly impaired, and Altair Engineering Inc.'s business may be adversely affected.\nThe estimates of market opportunity and forecasts of market growth included in Altair Engineering Inc.'s periodic reports or other public disclosures may prove to be inaccurate, and even if the market in which Altair Engineering Inc. compete achieves the forecasted growth, Altair Engineering Inc.'s business could fail to grow at similar rates, if at all."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the Sale Price Condition that must be met for Altair Engineering Inc.'s Convertible Notes to be convertible in the next calendar quarter?", 'gt_answer': "The Sale Price Condition is met if the last reported sale price of Altair Engineering Inc.'s Class A Common Stock for at least 20 trading days during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price on each applicable trading day.", 'gt_context': "If the last reported sale price of Altair Engineering Inc.'s Class A Common Stock for at least 20 trading days (whether or not consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price on each applicable trading day, Altair Engineering Inc.'s Convertible Notes will be convertible in the next calendar quarter (the “Sale Price Condition”). At present, the conversion price is approximately $46.50; 130% of such price is approximately $60.45. The closing sale price of Altair Engineering Inc.'s Class A common stock has met or exceeded $60.45 during the current or future calendar quarters, although Altair Engineering Inc. cannot presently determine whether the Sale Price Condition will be satisfied with respect to the current calendar quarter. If the Sale Price Condition is satisfied during the current or future calendar quarters, Altair Engineering Inc.'s Convertible Notes will be convertible during the succeeding calendar quarter.\nThe accounting method for convertible debt securities that may be settled in cash, such as the Convertible Notes, could have a material effect on Altair Engineering Inc.'s reported financial results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the current conversion price for Altair Engineering Inc.'s Convertible Notes and what is 130% of that price?", 'gt_answer': "The current conversion price for Altair Engineering Inc.'s Convertible Notes is approximately $46.50. 130% of that price is approximately $60.45.", 'gt_context': "If the last reported sale price of Altair Engineering Inc.'s Class A Common Stock for at least 20 trading days (whether or not consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price on each applicable trading day, Altair Engineering Inc.'s Convertible Notes will be convertible in the next calendar quarter (the “Sale Price Condition”). At present, the conversion price is approximately $46.50; 130% of such price is approximately $60.45. The closing sale price of Altair Engineering Inc.'s Class A common stock has met or exceeded $60.45 during the current or future calendar quarters, although Altair Engineering Inc. cannot presently determine whether the Sale Price Condition will be satisfied with respect to the current calendar quarter. If the Sale Price Condition is satisfied during the current or future calendar quarters, Altair Engineering Inc.'s Convertible Notes will be convertible during the succeeding calendar quarter.\nThe accounting method for convertible debt securities that may be settled in cash, such as the Convertible Notes, could have a material effect on Altair Engineering Inc.'s reported financial results."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could the accounting method for convertible debt securities that may be settled in cash, such as Altair Engineering Inc.'s Convertible Notes, impact the company's reported financial results?", 'gt_answer': "The accounting method for convertible debt securities that may be settled in cash could have a material effect on Altair Engineering Inc.'s reported financial results.", 'gt_context': "If the last reported sale price of Altair Engineering Inc.'s Class A Common Stock for at least 20 trading days (whether or not consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price on each applicable trading day, Altair Engineering Inc.'s Convertible Notes will be convertible in the next calendar quarter (the “Sale Price Condition”). At present, the conversion price is approximately $46.50; 130% of such price is approximately $60.45. The closing sale price of Altair Engineering Inc.'s Class A common stock has met or exceeded $60.45 during the current or future calendar quarters, although Altair Engineering Inc. cannot presently determine whether the Sale Price Condition will be satisfied with respect to the current calendar quarter. If the Sale Price Condition is satisfied during the current or future calendar quarters, Altair Engineering Inc.'s Convertible Notes will be convertible during the succeeding calendar quarter.\nThe accounting method for convertible debt securities that may be settled in cash, such as the Convertible Notes, could have a material effect on Altair Engineering Inc.'s reported financial results."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s ability to incur substantial additional debt in the future?", 'gt_answer': "The primary risk is that Altair Engineering Inc. may not be restricted under the terms of the indenture governing the Convertible Notes from incurring additional debt, securing existing or future debt, recapitalizing Altair Engineering Inc.'s debt or taking a number of other actions that could have the effect of diminishing Altair Engineering Inc.'s ability to make payments on the Convertible Notes when due.", 'gt_context': "Altair Engineering Inc. and Altair Engineering Inc.'s subsidiaries may be able to incur substantial additional debt in the future, subject to the restrictions contained in Altair Engineering Inc.'s debt instruments, some of which may be secured debt. Altair Engineering Inc. will not be restricted under the terms of the indenture governing the Convertible Notes from incurring additional debt, securing existing or future debt, recapitalizing Altair Engineering Inc.'s debt or taking a number of other actions that are not limited by the terms of the indenture governing the Convertible Notes that could have the effect of diminishing Altair Engineering Inc.'s ability to make payments on the Convertible Notes when due. Altair Engineering Inc.'s existing revolving credit facility restricts Altair Engineering Inc.'s ability to incur additional indebtedness, including secured indebtedness, but if the facility matures or is repaid, Altair Engineering Inc. may not be subject to such restrictions under the terms of any subsequent indebtedness.\nAltair Engineering Inc. may not have the ability to raise the funds necessary to settle conversions of the Convertible Notes in cash or to repurchase the Convertible Notes upon a fundamental change, and Altair Engineering Inc.'s current debt contains, and Altair Engineering Inc.'s future debt may contain, limitations on Altair Engineering Inc.'s ability to pay cash upon conversion or repurchase of the Convertible Notes."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What limitations does Altair Engineering Inc.'s existing revolving credit facility impose on the company's ability to incur additional indebtedness?", 'gt_answer': "Altair Engineering Inc.'s existing revolving credit facility restricts the company's ability to incur additional indebtedness, including secured indebtedness.", 'gt_context': "Altair Engineering Inc. and Altair Engineering Inc.'s subsidiaries may be able to incur substantial additional debt in the future, subject to the restrictions contained in Altair Engineering Inc.'s debt instruments, some of which may be secured debt. Altair Engineering Inc. will not be restricted under the terms of the indenture governing the Convertible Notes from incurring additional debt, securing existing or future debt, recapitalizing Altair Engineering Inc.'s debt or taking a number of other actions that are not limited by the terms of the indenture governing the Convertible Notes that could have the effect of diminishing Altair Engineering Inc.'s ability to make payments on the Convertible Notes when due. Altair Engineering Inc.'s existing revolving credit facility restricts Altair Engineering Inc.'s ability to incur additional indebtedness, including secured indebtedness, but if the facility matures or is repaid, Altair Engineering Inc. may not be subject to such restrictions under the terms of any subsequent indebtedness.\nAltair Engineering Inc. may not have the ability to raise the funds necessary to settle conversions of the Convertible Notes in cash or to repurchase the Convertible Notes upon a fundamental change, and Altair Engineering Inc.'s current debt contains, and Altair Engineering Inc.'s future debt may contain, limitations on Altair Engineering Inc.'s ability to pay cash upon conversion or repurchase of the Convertible Notes."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the risk associated with Altair Engineering Inc.'s ability to raise funds necessary to settle conversions of the Convertible Notes in cash or to repurchase the Convertible Notes upon a fundamental change?", 'gt_answer': "The risk is that Altair Engineering Inc. may not have the ability to raise the funds necessary to settle conversions of the Convertible Notes in cash or to repurchase the Convertible Notes upon a fundamental change, and Altair Engineering Inc.'s current debt contains, and Altair Engineering Inc.'s future debt may contain, limitations on Altair Engineering Inc.'s ability to pay cash upon conversion or repurchase of the Convertible Notes.", 'gt_context': "Altair Engineering Inc. and Altair Engineering Inc.'s subsidiaries may be able to incur substantial additional debt in the future, subject to the restrictions contained in Altair Engineering Inc.'s debt instruments, some of which may be secured debt. Altair Engineering Inc. will not be restricted under the terms of the indenture governing the Convertible Notes from incurring additional debt, securing existing or future debt, recapitalizing Altair Engineering Inc.'s debt or taking a number of other actions that are not limited by the terms of the indenture governing the Convertible Notes that could have the effect of diminishing Altair Engineering Inc.'s ability to make payments on the Convertible Notes when due. Altair Engineering Inc.'s existing revolving credit facility restricts Altair Engineering Inc.'s ability to incur additional indebtedness, including secured indebtedness, but if the facility matures or is repaid, Altair Engineering Inc. may not be subject to such restrictions under the terms of any subsequent indebtedness.\nAltair Engineering Inc. may not have the ability to raise the funds necessary to settle conversions of the Convertible Notes in cash or to repurchase the Convertible Notes upon a fundamental change, and Altair Engineering Inc.'s current debt contains, and Altair Engineering Inc.'s future debt may contain, limitations on Altair Engineering Inc.'s ability to pay cash upon conversion or repurchase of the Convertible Notes."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the primary risk associated with Altair Engineering Inc.'s Convertible Notes?", 'gt_answer': "The primary risk associated with Altair Engineering Inc.'s Convertible Notes is that they are exclusively Altair Engineering Inc.'s obligations and are not guaranteed by any of its operating subsidiaries. This means that Altair Engineering Inc.'s ability to service its debt, including the Convertible Notes, depends in part on the results of operations of its subsidiaries and their ability to provide cash to Altair Engineering Inc.", 'gt_context': "The Convertible Notes are Altair Engineering Inc.'s obligations exclusively and are not guaranteed by any of Altair Engineering Inc.'s operating subsidiaries. A substantial portion of Altair Engineering Inc.'s operations is conducted through, and a substantial portion of Altair Engineering Inc.'s consolidated assets is held by, Altair Engineering Inc.'s subsidiaries. Accordingly, Altair Engineering Inc.'s ability to service Altair Engineering Inc.'s debt, including the Convertible Notes, depends in part on the results of operations of Altair Engineering Inc.'s subsidiaries and upon the ability of such subsidiaries to provide Altair Engineering Inc. with cash, whether in the form of dividends, loans or otherwise, to pay amounts due on Altair Engineering Inc.'s obligations, including the Convertible Notes. Altair Engineering Inc.'s subsidiaries are separate and distinct legal entities and have no obligation, contingent or otherwise, to make payments on the Convertible Notes or to make any funds available for that purpose. In addition, dividends, loans or other distributions to Altair Engineering Inc. from such subsidiaries may be subject to contractual and other restrictions and are subject to other business considerations.\nServicing Altair Engineering Inc.'s debt will require a significant amount of cash, and Altair Engineering Inc. may not have sufficient cash flow from Altair Engineering Inc.'s business to pay Altair Engineering Inc.'s substantial debt."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "Why is Altair Engineering Inc.'s ability to service its debt, including the Convertible Notes, dependent on its subsidiaries?", 'gt_answer': "Altair Engineering Inc.'s ability to service its debt, including the Convertible Notes, is dependent on its subsidiaries because a substantial portion of its operations is conducted through, and a substantial portion of its consolidated assets is held by, its subsidiaries. These subsidiaries are separate and distinct legal entities and have no obligation to make payments on the Convertible Notes or to make any funds available for that purpose.", 'gt_context': "The Convertible Notes are Altair Engineering Inc.'s obligations exclusively and are not guaranteed by any of Altair Engineering Inc.'s operating subsidiaries. A substantial portion of Altair Engineering Inc.'s operations is conducted through, and a substantial portion of Altair Engineering Inc.'s consolidated assets is held by, Altair Engineering Inc.'s subsidiaries. Accordingly, Altair Engineering Inc.'s ability to service Altair Engineering Inc.'s debt, including the Convertible Notes, depends in part on the results of operations of Altair Engineering Inc.'s subsidiaries and upon the ability of such subsidiaries to provide Altair Engineering Inc. with cash, whether in the form of dividends, loans or otherwise, to pay amounts due on Altair Engineering Inc.'s obligations, including the Convertible Notes. Altair Engineering Inc.'s subsidiaries are separate and distinct legal entities and have no obligation, contingent or otherwise, to make payments on the Convertible Notes or to make any funds available for that purpose. In addition, dividends, loans or other distributions to Altair Engineering Inc. from such subsidiaries may be subject to contractual and other restrictions and are subject to other business considerations.\nServicing Altair Engineering Inc.'s debt will require a significant amount of cash, and Altair Engineering Inc. may not have sufficient cash flow from Altair Engineering Inc.'s business to pay Altair Engineering Inc.'s substantial debt."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What factors could limit Altair Engineering Inc.'s subsidiaries' ability to provide cash to Altair Engineering Inc. for servicing its debt, including the Convertible Notes?", 'gt_answer': "Factors that could limit Altair Engineering Inc.'s subsidiaries' ability to provide cash to Altair Engineering Inc. for servicing its debt, including the Convertible Notes, include contractual and other restrictions, as well as other business considerations. Dividends, loans, or other distributions to Altair Engineering Inc. from its subsidiaries may be subject to these restrictions and considerations.", 'gt_context': "The Convertible Notes are Altair Engineering Inc.'s obligations exclusively and are not guaranteed by any of Altair Engineering Inc.'s operating subsidiaries. A substantial portion of Altair Engineering Inc.'s operations is conducted through, and a substantial portion of Altair Engineering Inc.'s consolidated assets is held by, Altair Engineering Inc.'s subsidiaries. Accordingly, Altair Engineering Inc.'s ability to service Altair Engineering Inc.'s debt, including the Convertible Notes, depends in part on the results of operations of Altair Engineering Inc.'s subsidiaries and upon the ability of such subsidiaries to provide Altair Engineering Inc. with cash, whether in the form of dividends, loans or otherwise, to pay amounts due on Altair Engineering Inc.'s obligations, including the Convertible Notes. Altair Engineering Inc.'s subsidiaries are separate and distinct legal entities and have no obligation, contingent or otherwise, to make payments on the Convertible Notes or to make any funds available for that purpose. In addition, dividends, loans or other distributions to Altair Engineering Inc. from such subsidiaries may be subject to contractual and other restrictions and are subject to other business considerations.\nServicing Altair Engineering Inc.'s debt will require a significant amount of cash, and Altair Engineering Inc. may not have sufficient cash flow from Altair Engineering Inc.'s business to pay Altair Engineering Inc.'s substantial debt."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What accounting standard is relevant for convertible debt instruments that may be settled in cash upon conversion?', 'gt_answer': 'Financial Accounting Standards Board Accounting Standards Codification 470-20, Debt with Conversion and Other Options ("ASC 470-20") is the relevant accounting standard for such convertible debt instruments.', 'gt_context': "Under Financial Accounting Standards Board Accounting Standards Codification 470-20, Debt with Conversion and Other Options (“ASC 470-20”), an entity must separately account for the liability and equity components of the convertible debt instruments (such as the Convertible Notes) that may be settled entirely or partially in cash upon conversion in a manner that reflects the issuer’s economic interest cost. The effect of ASC 470-20 on the accounting for the Convertible Notes is that the equity component is required to be included in the additional paid-in capital section of stockholders’ equity on Altair Engineering Inc.'s consolidated balance sheet, and the value of the equity component would be treated as debt discount for purposes of accounting for the debt component of the Convertible Notes. As a result, Altair Engineering Inc. will be required to record a greater amount of non-cash interest expense in current periods presented as a result of the amortization of the discounted carrying value of the Convertible Notes to their face amount over the term of the Convertible Notes. Altair Engineering Inc. will report larger net losses (or lower net income) in Altair Engineering Inc.'s financial results because ASC 470-20 will require interest to include both the current period’s amortization of the debt discount and the instrument’s coupon interest, which could adversely affect Altair Engineering Inc.'s reported or future financial results, the trading price of Altair Engineering Inc.'s Class A common stock and the trading price of the Convertible Notes."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'How does ASC 470-20 impact the accounting treatment of convertible debt instruments?', 'gt_answer': "ASC 470-20 requires separate accounting for the liability and equity components of convertible debt instruments. The equity component is included in the additional paid-in capital section of stockholders' equity, and the value of the equity component is treated as debt discount for the debt component.", 'gt_context': "Under Financial Accounting Standards Board Accounting Standards Codification 470-20, Debt with Conversion and Other Options (“ASC 470-20”), an entity must separately account for the liability and equity components of the convertible debt instruments (such as the Convertible Notes) that may be settled entirely or partially in cash upon conversion in a manner that reflects the issuer’s economic interest cost. The effect of ASC 470-20 on the accounting for the Convertible Notes is that the equity component is required to be included in the additional paid-in capital section of stockholders’ equity on Altair Engineering Inc.'s consolidated balance sheet, and the value of the equity component would be treated as debt discount for purposes of accounting for the debt component of the Convertible Notes. As a result, Altair Engineering Inc. will be required to record a greater amount of non-cash interest expense in current periods presented as a result of the amortization of the discounted carrying value of the Convertible Notes to their face amount over the term of the Convertible Notes. Altair Engineering Inc. will report larger net losses (or lower net income) in Altair Engineering Inc.'s financial results because ASC 470-20 will require interest to include both the current period’s amortization of the debt discount and the instrument’s coupon interest, which could adversely affect Altair Engineering Inc.'s reported or future financial results, the trading price of Altair Engineering Inc.'s Class A common stock and the trading price of the Convertible Notes."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential financial reporting implications of applying ASC 470-20 to convertible debt instruments?', 'gt_answer': "Applying ASC 470-20 to convertible debt instruments may result in larger net losses (or lower net income) due to the amortization of the debt discount and the instrument's coupon interest, which could adversely affect the company's reported or future financial results, the trading price of its Class A common stock, and the trading price of the convertible notes.", 'gt_context': "Under Financial Accounting Standards Board Accounting Standards Codification 470-20, Debt with Conversion and Other Options (“ASC 470-20”), an entity must separately account for the liability and equity components of the convertible debt instruments (such as the Convertible Notes) that may be settled entirely or partially in cash upon conversion in a manner that reflects the issuer’s economic interest cost. The effect of ASC 470-20 on the accounting for the Convertible Notes is that the equity component is required to be included in the additional paid-in capital section of stockholders’ equity on Altair Engineering Inc.'s consolidated balance sheet, and the value of the equity component would be treated as debt discount for purposes of accounting for the debt component of the Convertible Notes. As a result, Altair Engineering Inc. will be required to record a greater amount of non-cash interest expense in current periods presented as a result of the amortization of the discounted carrying value of the Convertible Notes to their face amount over the term of the Convertible Notes. Altair Engineering Inc. will report larger net losses (or lower net income) in Altair Engineering Inc.'s financial results because ASC 470-20 will require interest to include both the current period’s amortization of the debt discount and the instrument’s coupon interest, which could adversely affect Altair Engineering Inc.'s reported or future financial results, the trading price of Altair Engineering Inc.'s Class A common stock and the trading price of the Convertible Notes."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the ranking of Convertible Notes in terms of payment priority compared to Altair Engineering Inc.'s other indebtedness?", 'gt_answer': "The Convertible Notes rank senior in right of payment to any of Altair Engineering Inc.'s indebtedness that is expressly subordinated in right of payment to the Convertible Notes; equal in right of payment to any of Altair Engineering Inc.'s liabilities that are not so subordinated; effectively junior in right of payment to any of Altair Engineering Inc.'s secured indebtedness to the extent of the value of the assets securing such indebtedness; and structurally junior to all indebtedness and other liabilities of Altair Engineering Inc.'s subsidiaries.", 'gt_context': "The Convertible Notes rank senior in right of payment to any of Altair Engineering Inc.'s indebtedness that is expressly subordinated in right of payment to the Convertible Notes; equal in right of payment to any of Altair Engineering Inc.'s liabilities that are not so subordinated; effectively junior in right of payment to any of Altair Engineering Inc.'s secured indebtedness (including all amounts outstanding under Altair Engineering Inc.'s revolving credit facility) to the extent of the value of the assets securing such indebtedness; and structurally junior to all indebtedness and other liabilities (including trade payables) of Altair Engineering Inc.'s subsidiaries. In the event of Altair Engineering Inc.'s bankruptcy, liquidation, reorganization or other winding up, Altair Engineering Inc.'s assets that secure debt ranking senior or equal in right of payment to the Convertible Notes (including all amounts outstanding under Altair Engineering Inc.'s revolving credit facility) will be available to pay obligations on the Convertible Notes only after the secured debt has been repaid in full from these assets, and the assets of Altair Engineering Inc.'s subsidiaries will be available to pay obligations on the Convertible Notes only after all claims senior to the Convertible Notes have been repaid in full. There may not be sufficient assets remaining to pay amounts due on any or all of the Convertible Notes then outstanding. The indenture governing the Convertible Notes will not prohibit Altair Engineering Inc. from incurring additional senior debt or secured debt, nor does it prohibit any of Altair Engineering Inc.'s subsidiaries from incurring additional liabilities.\nThe Convertible Notes are Altair Engineering Inc.'s obligations only and a substantial portion of Altair Engineering Inc.'s operations are conducted through, and a substantial portion of Altair Engineering Inc.'s consolidated assets are held by, Altair Engineering Inc.'s subsidiaries."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What happens to the Convertible Notes in the event of Altair Engineering Inc.'s bankruptcy, liquidation, reorganization or other winding up?", 'gt_answer': "In such events, Altair Engineering Inc.'s assets that secure debt ranking senior or equal in right of payment to the Convertible Notes will be available to pay obligations on the Convertible Notes only after the secured debt has been repaid in full from these assets, and the assets of Altair Engineering Inc.'s subsidiaries will be available to pay obligations on the Convertible Notes only after all claims senior to the Convertible Notes have been repaid in full. There may not be sufficient assets remaining to pay amounts due on any or all of the Convertible Notes then outstanding.", 'gt_context': "The Convertible Notes rank senior in right of payment to any of Altair Engineering Inc.'s indebtedness that is expressly subordinated in right of payment to the Convertible Notes; equal in right of payment to any of Altair Engineering Inc.'s liabilities that are not so subordinated; effectively junior in right of payment to any of Altair Engineering Inc.'s secured indebtedness (including all amounts outstanding under Altair Engineering Inc.'s revolving credit facility) to the extent of the value of the assets securing such indebtedness; and structurally junior to all indebtedness and other liabilities (including trade payables) of Altair Engineering Inc.'s subsidiaries. In the event of Altair Engineering Inc.'s bankruptcy, liquidation, reorganization or other winding up, Altair Engineering Inc.'s assets that secure debt ranking senior or equal in right of payment to the Convertible Notes (including all amounts outstanding under Altair Engineering Inc.'s revolving credit facility) will be available to pay obligations on the Convertible Notes only after the secured debt has been repaid in full from these assets, and the assets of Altair Engineering Inc.'s subsidiaries will be available to pay obligations on the Convertible Notes only after all claims senior to the Convertible Notes have been repaid in full. There may not be sufficient assets remaining to pay amounts due on any or all of the Convertible Notes then outstanding. The indenture governing the Convertible Notes will not prohibit Altair Engineering Inc. from incurring additional senior debt or secured debt, nor does it prohibit any of Altair Engineering Inc.'s subsidiaries from incurring additional liabilities.\nThe Convertible Notes are Altair Engineering Inc.'s obligations only and a substantial portion of Altair Engineering Inc.'s operations are conducted through, and a substantial portion of Altair Engineering Inc.'s consolidated assets are held by, Altair Engineering Inc.'s subsidiaries."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'Does the indenture governing the Convertible Notes prohibit Altair Engineering Inc. from incurring additional senior debt or secured debt, or its subsidiaries from incurring additional liabilities?', 'gt_answer': "No, the indenture governing the Convertible Notes does not prohibit Altair Engineering Inc. from incurring additional senior debt or secured debt, nor does it prohibit any of Altair Engineering Inc.'s subsidiaries from incurring additional liabilities.", 'gt_context': "The Convertible Notes rank senior in right of payment to any of Altair Engineering Inc.'s indebtedness that is expressly subordinated in right of payment to the Convertible Notes; equal in right of payment to any of Altair Engineering Inc.'s liabilities that are not so subordinated; effectively junior in right of payment to any of Altair Engineering Inc.'s secured indebtedness (including all amounts outstanding under Altair Engineering Inc.'s revolving credit facility) to the extent of the value of the assets securing such indebtedness; and structurally junior to all indebtedness and other liabilities (including trade payables) of Altair Engineering Inc.'s subsidiaries. In the event of Altair Engineering Inc.'s bankruptcy, liquidation, reorganization or other winding up, Altair Engineering Inc.'s assets that secure debt ranking senior or equal in right of payment to the Convertible Notes (including all amounts outstanding under Altair Engineering Inc.'s revolving credit facility) will be available to pay obligations on the Convertible Notes only after the secured debt has been repaid in full from these assets, and the assets of Altair Engineering Inc.'s subsidiaries will be available to pay obligations on the Convertible Notes only after all claims senior to the Convertible Notes have been repaid in full. There may not be sufficient assets remaining to pay amounts due on any or all of the Convertible Notes then outstanding. The indenture governing the Convertible Notes will not prohibit Altair Engineering Inc. from incurring additional senior debt or secured debt, nor does it prohibit any of Altair Engineering Inc.'s subsidiaries from incurring additional liabilities.\nThe Convertible Notes are Altair Engineering Inc.'s obligations only and a substantial portion of Altair Engineering Inc.'s operations are conducted through, and a substantial portion of Altair Engineering Inc.'s consolidated assets are held by, Altair Engineering Inc.'s subsidiaries."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "What is the potential impact on Altair Engineering Inc.'s financial condition if the conditional conversion feature of the Convertible Notes is triggered?", 'gt_answer': 'If the conditional conversion feature of the Convertible Notes is triggered, holders of Convertible Notes will be entitled to convert the Convertible Notes at any time during specified periods at their option. This could require Altair Engineering Inc. to settle a portion or all of its conversion obligation through the payment of cash, which could adversely affect its liquidity.', 'gt_context': "The conditional conversion feature of the Convertible Notes, if triggered, may adversely affect Altair Engineering Inc.'s financial condition and operating results.\nIn the event the conditional conversion feature of the Convertible Notes is triggered, holders of Convertible Notes will be entitled to convert the Convertible Notes at any time during specified periods at their option. If one or more holders elect to convert their Convertible Notes, unless Altair Engineering Inc. elect to satisfy Altair Engineering Inc.'s conversion obligation by delivering solely shares of Altair Engineering Inc.'s Class A common stock (other than paying cash in lieu of delivering any fractional share), Altair Engineering Inc. would be required to settle a portion or all of Altair Engineering Inc.'s conversion obligation through the payment of cash, which could adversely affect Altair Engineering Inc.'s liquidity. In addition, even if holders of the Convertible Notes do not elect to convert their Convertible Notes, Altair Engineering Inc. could be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the Convertible Notes as a current rather than long-term liability, which would result in a material reduction of Altair Engineering Inc.'s net working capital."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': "How could the triggering of the conditional conversion feature of the Convertible Notes affect Altair Engineering Inc.'s operating results?", 'gt_answer': "If one or more holders elect to convert their Convertible Notes, Altair Engineering Inc. could be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the Convertible Notes as a current rather than long-term liability, which would result in a material reduction of Altair Engineering Inc.'s net working capital.", 'gt_context': "The conditional conversion feature of the Convertible Notes, if triggered, may adversely affect Altair Engineering Inc.'s financial condition and operating results.\nIn the event the conditional conversion feature of the Convertible Notes is triggered, holders of Convertible Notes will be entitled to convert the Convertible Notes at any time during specified periods at their option. If one or more holders elect to convert their Convertible Notes, unless Altair Engineering Inc. elect to satisfy Altair Engineering Inc.'s conversion obligation by delivering solely shares of Altair Engineering Inc.'s Class A common stock (other than paying cash in lieu of delivering any fractional share), Altair Engineering Inc. would be required to settle a portion or all of Altair Engineering Inc.'s conversion obligation through the payment of cash, which could adversely affect Altair Engineering Inc.'s liquidity. In addition, even if holders of the Convertible Notes do not elect to convert their Convertible Notes, Altair Engineering Inc. could be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the Convertible Notes as a current rather than long-term liability, which would result in a material reduction of Altair Engineering Inc.'s net working capital."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 1A', 'question': 'What are the potential consequences for Altair Engineering Inc. if holders of the Convertible Notes do not elect to convert their Convertible Notes?', 'gt_answer': "Even if holders of the Convertible Notes do not elect to convert their Convertible Notes, Altair Engineering Inc. could still be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the Convertible Notes as a current rather than long-term liability, which would result in a material reduction of Altair Engineering Inc.'s net working capital.", 'gt_context': "The conditional conversion feature of the Convertible Notes, if triggered, may adversely affect Altair Engineering Inc.'s financial condition and operating results.\nIn the event the conditional conversion feature of the Convertible Notes is triggered, holders of Convertible Notes will be entitled to convert the Convertible Notes at any time during specified periods at their option. If one or more holders elect to convert their Convertible Notes, unless Altair Engineering Inc. elect to satisfy Altair Engineering Inc.'s conversion obligation by delivering solely shares of Altair Engineering Inc.'s Class A common stock (other than paying cash in lieu of delivering any fractional share), Altair Engineering Inc. would be required to settle a portion or all of Altair Engineering Inc.'s conversion obligation through the payment of cash, which could adversely affect Altair Engineering Inc.'s liquidity. In addition, even if holders of the Convertible Notes do not elect to convert their Convertible Notes, Altair Engineering Inc. could be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the Convertible Notes as a current rather than long-term liability, which would result in a material reduction of Altair Engineering Inc.'s net working capital."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary licensing model used by Altair Engineering Inc. for their software and digital content?', 'gt_answer': 'Altair Engineering Inc. pioneered a patented units-based subscription licensing model for software and other digital content.', 'gt_context': "Altair pioneered a patented units-based subscription licensing model for software and other digital content. This units-based subscription licensing model allows flexible and shared access to Altair Engineering Inc.'s offerings, along with over 150 partner products. Altair Engineering Inc.'s customers license a pool of units for their organizations giving individual users access to Altair Engineering Inc.'s entire portfolio of software applications as well as Altair Engineering Inc.'s growing portfolio of partner products. Altair Engineering Inc. believe Altair Engineering Inc.'s units-based subscription licensing model lowers barriers to adoption, creates broad engagement, encourages users to work within Altair Engineering Inc.'s ecosystem, and increases revenue. This, in turn, helps drive Altair Engineering Inc.'s recurring software license rate which has been on average approximately 89% over the past five years. Each year approximately 60% of new software revenue comes from expansion within existing customers.\nRecent Business Developments\nImpact of COVID-19"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does Altair Engineering Inc.'s units-based subscription licensing model benefit their customers and the company?", 'gt_answer': "The units-based subscription licensing model allows flexible and shared access to Altair Engineering Inc.'s offerings and over 150 partner products. It lowers barriers to adoption, creates broad engagement, encourages users to work within Altair Engineering Inc.'s ecosystem, and increases revenue. This, in turn, helps drive Altair Engineering Inc.'s recurring software license rate, which has been on average approximately 89% over the past five years.", 'gt_context': "Altair pioneered a patented units-based subscription licensing model for software and other digital content. This units-based subscription licensing model allows flexible and shared access to Altair Engineering Inc.'s offerings, along with over 150 partner products. Altair Engineering Inc.'s customers license a pool of units for their organizations giving individual users access to Altair Engineering Inc.'s entire portfolio of software applications as well as Altair Engineering Inc.'s growing portfolio of partner products. Altair Engineering Inc. believe Altair Engineering Inc.'s units-based subscription licensing model lowers barriers to adoption, creates broad engagement, encourages users to work within Altair Engineering Inc.'s ecosystem, and increases revenue. This, in turn, helps drive Altair Engineering Inc.'s recurring software license rate which has been on average approximately 89% over the past five years. Each year approximately 60% of new software revenue comes from expansion within existing customers.\nRecent Business Developments\nImpact of COVID-19"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What percentage of new software revenue for Altair Engineering Inc. comes from expansion within existing customers?', 'gt_answer': 'Each year approximately 60% of new software revenue comes from expansion within existing customers.', 'gt_context': "Altair pioneered a patented units-based subscription licensing model for software and other digital content. This units-based subscription licensing model allows flexible and shared access to Altair Engineering Inc.'s offerings, along with over 150 partner products. Altair Engineering Inc.'s customers license a pool of units for their organizations giving individual users access to Altair Engineering Inc.'s entire portfolio of software applications as well as Altair Engineering Inc.'s growing portfolio of partner products. Altair Engineering Inc. believe Altair Engineering Inc.'s units-based subscription licensing model lowers barriers to adoption, creates broad engagement, encourages users to work within Altair Engineering Inc.'s ecosystem, and increases revenue. This, in turn, helps drive Altair Engineering Inc.'s recurring software license rate which has been on average approximately 89% over the past five years. Each year approximately 60% of new software revenue comes from expansion within existing customers.\nRecent Business Developments\nImpact of COVID-19"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What factors does Altair Engineering Inc. believe will impact its future success?', 'gt_answer': 'Altair Engineering Inc. believes that its future success will depend on many factors, including seasonality and quarterly results, foreign currency fluctuations, and other risks described in Part I, Item 1A. - Risk Factors.', 'gt_context': "Factors affecting Altair Engineering Inc.'s performance\nAltair Engineering Inc. believe that Altair Engineering Inc.'s future success will depend on many factors, including those described below. While these areas present significant opportunity, they also present risks that Altair Engineering Inc. must manage to achieve successful results. If Altair Engineering Inc. are unable to address these challenges, Altair Engineering Inc.'s business, operating results and prospects could be harmed. See Part I, Item 1A. - Risk Factors included elsewhere in this Annual Report on Form 10-K.\nSeasonality and quarterly results\nAltair Engineering Inc.'s billings have historically been highest in the first and fourth quarters of any calendar year and may vary in future quarters. The timing of recording billings and the corresponding effect on Altair Engineering Inc.'s cash flows may vary due to the seasonality of the purchasing patterns of Altair Engineering Inc.'s customers. In addition, the timing of the recognition of revenue, the amount and timing of operating expenses, including employee compensation, sales and marketing activities, and capital expenditures, may vary from quarter-to-quarter which may cause Altair Engineering Inc.'s reported results to fluctuate significantly. In addition, Altair Engineering Inc. may choose to grow Altair Engineering Inc.'s business for the long-term rather than to optimize for profitability or cash flows for a particular shorter-term period. This seasonality or the occurrence of any of the factors above may cause Altair Engineering Inc.'s results of operations to vary and Altair Engineering Inc.'s financial statements may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nForeign currency fluctuations"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does seasonality affect Altair Engineering Inc.'s billings and cash flows?", 'gt_answer': "Altair Engineering Inc.'s billings have historically been highest in the first and fourth quarters of any calendar year, which may cause the timing of recording billings and the corresponding effect on cash flows to vary due to the seasonality of the purchasing patterns of its customers.", 'gt_context': "Factors affecting Altair Engineering Inc.'s performance\nAltair Engineering Inc. believe that Altair Engineering Inc.'s future success will depend on many factors, including those described below. While these areas present significant opportunity, they also present risks that Altair Engineering Inc. must manage to achieve successful results. If Altair Engineering Inc. are unable to address these challenges, Altair Engineering Inc.'s business, operating results and prospects could be harmed. See Part I, Item 1A. - Risk Factors included elsewhere in this Annual Report on Form 10-K.\nSeasonality and quarterly results\nAltair Engineering Inc.'s billings have historically been highest in the first and fourth quarters of any calendar year and may vary in future quarters. The timing of recording billings and the corresponding effect on Altair Engineering Inc.'s cash flows may vary due to the seasonality of the purchasing patterns of Altair Engineering Inc.'s customers. In addition, the timing of the recognition of revenue, the amount and timing of operating expenses, including employee compensation, sales and marketing activities, and capital expenditures, may vary from quarter-to-quarter which may cause Altair Engineering Inc.'s reported results to fluctuate significantly. In addition, Altair Engineering Inc. may choose to grow Altair Engineering Inc.'s business for the long-term rather than to optimize for profitability or cash flows for a particular shorter-term period. This seasonality or the occurrence of any of the factors above may cause Altair Engineering Inc.'s results of operations to vary and Altair Engineering Inc.'s financial statements may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nForeign currency fluctuations"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What impact do foreign currency fluctuations have on Altair Engineering Inc.'s financial condition and results of operations?", 'gt_answer': "The context provided does not specify the impact of foreign currency fluctuations on Altair Engineering Inc.'s financial condition and results of operations. However, it is mentioned as a factor that could affect the company's future success.", 'gt_context': "Factors affecting Altair Engineering Inc.'s performance\nAltair Engineering Inc. believe that Altair Engineering Inc.'s future success will depend on many factors, including those described below. While these areas present significant opportunity, they also present risks that Altair Engineering Inc. must manage to achieve successful results. If Altair Engineering Inc. are unable to address these challenges, Altair Engineering Inc.'s business, operating results and prospects could be harmed. See Part I, Item 1A. - Risk Factors included elsewhere in this Annual Report on Form 10-K.\nSeasonality and quarterly results\nAltair Engineering Inc.'s billings have historically been highest in the first and fourth quarters of any calendar year and may vary in future quarters. The timing of recording billings and the corresponding effect on Altair Engineering Inc.'s cash flows may vary due to the seasonality of the purchasing patterns of Altair Engineering Inc.'s customers. In addition, the timing of the recognition of revenue, the amount and timing of operating expenses, including employee compensation, sales and marketing activities, and capital expenditures, may vary from quarter-to-quarter which may cause Altair Engineering Inc.'s reported results to fluctuate significantly. In addition, Altair Engineering Inc. may choose to grow Altair Engineering Inc.'s business for the long-term rather than to optimize for profitability or cash flows for a particular shorter-term period. This seasonality or the occurrence of any of the factors above may cause Altair Engineering Inc.'s results of operations to vary and Altair Engineering Inc.'s financial statements may not fully reflect the underlying performance of Altair Engineering Inc.'s business.\nForeign currency fluctuations"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What specific actions have Altair Engineering Inc.'s customers taken due to the COVID-19 disruptions that have negatively impacted the company's financial results?", 'gt_answer': "Altair Engineering Inc.'s customers have delayed entering into new or expanded software licenses, requested extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancellations, and reduced demand for software related and client engineering services.", 'gt_context': "The uncertain impact from the rapidly changing market and economic conditions due to COVID-19 has disrupted the business of many of Altair Engineering Inc.'s customers and partners. These disruptions have had an adverse effect on Altair Engineering Inc.'s business and consolidated results of operations and could impact Altair Engineering Inc.'s financial condition in the future. For example, a negative impact on Altair Engineering Inc.'s customers may cause them to delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancelations, and a reduction in demand for software related and client engineering services. These actions could have a negative impact on Altair Engineering Inc.'s financial results and liquidity. While adjustments to costs in previous periods have been undertaken to mitigate the potential loss of revenue, including through the reduction in use of outside contractors and furloughing those employees associated with client engineering services for whom their associated customer contracts were interrupted or terminated, Altair Engineering Inc. believe that it is important on a long term basis to retain much of the deeply technical and specialized engineering resources typically engaged in providing software related services."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. taken to mitigate the potential loss of revenue due to the COVID-19 disruptions?', 'gt_answer': 'Altair Engineering Inc. has reduced the use of outside contractors and furloughed employees associated with client engineering services whose customer contracts were interrupted or terminated.', 'gt_context': "The uncertain impact from the rapidly changing market and economic conditions due to COVID-19 has disrupted the business of many of Altair Engineering Inc.'s customers and partners. These disruptions have had an adverse effect on Altair Engineering Inc.'s business and consolidated results of operations and could impact Altair Engineering Inc.'s financial condition in the future. For example, a negative impact on Altair Engineering Inc.'s customers may cause them to delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancelations, and a reduction in demand for software related and client engineering services. These actions could have a negative impact on Altair Engineering Inc.'s financial results and liquidity. While adjustments to costs in previous periods have been undertaken to mitigate the potential loss of revenue, including through the reduction in use of outside contractors and furloughing those employees associated with client engineering services for whom their associated customer contracts were interrupted or terminated, Altair Engineering Inc. believe that it is important on a long term basis to retain much of the deeply technical and specialized engineering resources typically engaged in providing software related services."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. plan to manage its deeply technical and specialized engineering resources in the long term, given the COVID-19 disruptions?', 'gt_answer': 'Altair Engineering Inc. believes it is important to retain much of its deeply technical and specialized engineering resources typically engaged in providing software related services on a long-term basis, despite the COVID-19 disruptions.', 'gt_context': "The uncertain impact from the rapidly changing market and economic conditions due to COVID-19 has disrupted the business of many of Altair Engineering Inc.'s customers and partners. These disruptions have had an adverse effect on Altair Engineering Inc.'s business and consolidated results of operations and could impact Altair Engineering Inc.'s financial condition in the future. For example, a negative impact on Altair Engineering Inc.'s customers may cause them to delay entering into new or expanded software licenses, request extended payment terms, delayed invoicing, higher discounts, lower renewal amounts or cancelations, and a reduction in demand for software related and client engineering services. These actions could have a negative impact on Altair Engineering Inc.'s financial results and liquidity. While adjustments to costs in previous periods have been undertaken to mitigate the potential loss of revenue, including through the reduction in use of outside contractors and furloughing those employees associated with client engineering services for whom their associated customer contracts were interrupted or terminated, Altair Engineering Inc. believe that it is important on a long term basis to retain much of the deeply technical and specialized engineering resources typically engaged in providing software related services."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How has the COVID-19 pandemic affected Altair Engineering Inc.'s software product revenue?", 'gt_answer': "The COVID-19 pandemic has negatively impacted Altair Engineering Inc.'s software product revenue by elongating sales cycles, increasing challenges in securing renewals, and hindering new and expansion business.", 'gt_context': "As reflected in Altair Engineering Inc.'s period to period analysis below, Altair Engineering Inc. believe the emergence of COVID-19 has negatively affected Altair Engineering Inc.'s results of operations. COVID-19’s impact on some of Altair Engineering Inc.'s customers has primarily contributed to the decrease in revenue for software related and client engineering services. Altair Engineering Inc.'s software product revenue has been affected by elongated sales cycles, greater challenges in securing renewals, as well as new and expansion business. While Altair Engineering Inc. continue to robustly engage with Altair Engineering Inc.'s customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on Altair Engineering Inc.'s customers, Altair Engineering Inc.'s ability to attract, serve, retain, or expand customers will continue to be uncertain. Existing and potential customers may choose to reduce or delay technology spending in response to COVID-19, or attempt to renegotiate contracts and obtain concessions, which may materially and negatively impact Altair Engineering Inc.'s operating results, financial condition and prospects. In certain cases, Altair Engineering Inc. provided longer than normal payment terms to certain of Altair Engineering Inc.'s customers; however, the terms are less than one year, and Altair Engineering Inc. do not expect this to materially affect Altair Engineering Inc.'s consolidated financial statements. Altair Engineering Inc. are unable to accurately predict the full impact that COVID-19 will have due to numerous uncertainties, including the full scope of the disease, the duration of the outbreak, the number and intensity of subsequent waves of infections, actions that may be taken by governmental authorities, the impact to the businesses of Altair Engineering Inc.'s customers and partners, the development of treatments and vaccines, and other factors identified in Part I, Item 1A - Risk Factors"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. taken to mitigate the negative impact of COVID-19 on its customers?', 'gt_answer': 'Altair Engineering Inc. has continued to robustly engage with its customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on its customers.', 'gt_context': "As reflected in Altair Engineering Inc.'s period to period analysis below, Altair Engineering Inc. believe the emergence of COVID-19 has negatively affected Altair Engineering Inc.'s results of operations. COVID-19’s impact on some of Altair Engineering Inc.'s customers has primarily contributed to the decrease in revenue for software related and client engineering services. Altair Engineering Inc.'s software product revenue has been affected by elongated sales cycles, greater challenges in securing renewals, as well as new and expansion business. While Altair Engineering Inc. continue to robustly engage with Altair Engineering Inc.'s customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on Altair Engineering Inc.'s customers, Altair Engineering Inc.'s ability to attract, serve, retain, or expand customers will continue to be uncertain. Existing and potential customers may choose to reduce or delay technology spending in response to COVID-19, or attempt to renegotiate contracts and obtain concessions, which may materially and negatively impact Altair Engineering Inc.'s operating results, financial condition and prospects. In certain cases, Altair Engineering Inc. provided longer than normal payment terms to certain of Altair Engineering Inc.'s customers; however, the terms are less than one year, and Altair Engineering Inc. do not expect this to materially affect Altair Engineering Inc.'s consolidated financial statements. Altair Engineering Inc. are unable to accurately predict the full impact that COVID-19 will have due to numerous uncertainties, including the full scope of the disease, the duration of the outbreak, the number and intensity of subsequent waves of infections, actions that may be taken by governmental authorities, the impact to the businesses of Altair Engineering Inc.'s customers and partners, the development of treatments and vaccines, and other factors identified in Part I, Item 1A - Risk Factors"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What potential risks does Altair Engineering Inc. face due to the COVID-19 pandemic in terms of customer behavior and financial impact?', 'gt_answer': "Altair Engineering Inc. faces potential risks such as customers choosing to reduce or delay technology spending in response to COVID-19, attempting to renegotiate contracts and obtain concessions, which may materially and negatively impact the company's operating results, financial condition, and prospects.", 'gt_context': "As reflected in Altair Engineering Inc.'s period to period analysis below, Altair Engineering Inc. believe the emergence of COVID-19 has negatively affected Altair Engineering Inc.'s results of operations. COVID-19’s impact on some of Altair Engineering Inc.'s customers has primarily contributed to the decrease in revenue for software related and client engineering services. Altair Engineering Inc.'s software product revenue has been affected by elongated sales cycles, greater challenges in securing renewals, as well as new and expansion business. While Altair Engineering Inc. continue to robustly engage with Altair Engineering Inc.'s customers, primarily virtually, to mitigate the uncertain extent of the negative impact of COVID-19 on Altair Engineering Inc.'s customers, Altair Engineering Inc.'s ability to attract, serve, retain, or expand customers will continue to be uncertain. Existing and potential customers may choose to reduce or delay technology spending in response to COVID-19, or attempt to renegotiate contracts and obtain concessions, which may materially and negatively impact Altair Engineering Inc.'s operating results, financial condition and prospects. In certain cases, Altair Engineering Inc. provided longer than normal payment terms to certain of Altair Engineering Inc.'s customers; however, the terms are less than one year, and Altair Engineering Inc. do not expect this to materially affect Altair Engineering Inc.'s consolidated financial statements. Altair Engineering Inc. are unable to accurately predict the full impact that COVID-19 will have due to numerous uncertainties, including the full scope of the disease, the duration of the outbreak, the number and intensity of subsequent waves of infections, actions that may be taken by governmental authorities, the impact to the businesses of Altair Engineering Inc.'s customers and partners, the development of treatments and vaccines, and other factors identified in Part I, Item 1A - Risk Factors"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the primary components of Altair Engineering Inc.'s cost of client engineering services revenue?", 'gt_answer': "The primary components of Altair Engineering Inc.'s cost of client engineering services revenue are employee compensation and related costs, as they employ and pay them only for the duration of the placement at a customer site.", 'gt_context': "Cost of client engineering services\nCost of engineering services revenue consists primarily of employee compensation and related costs. Altair Engineering Inc. employ and pay them only for the duration of the placement at a customer site.\nCost of other\nCost of other revenue includes the cost of LED lighting products and freight related to products sold to retail and commercial sales channels.\nOperating expenses\nOperating expenses, as defined and discussed below, support all the products and services that Altair Engineering Inc. provide to Altair Engineering Inc.'s customers and, as a result, they are presented in an aggregate total.\nResearch and development\nResearch and development expenses consist primarily of employee compensation and related costs associated with Altair Engineering Inc.'s development team, including salaries, benefits, bonuses, professional consulting and development fees, and stock-based compensation expense. Altair Engineering Inc.'s research and development efforts are focused on enhancing the functionality, breadth and scalability of Altair Engineering Inc.'s software, addressing new use cases, and developing additional innovative technologies. Timely development of new products is essential to maintaining Altair Engineering Inc.'s competitive position, and Altair Engineering Inc. release new versions of Altair Engineering Inc.'s software on a regular basis. All software development costs are expensed as incurred as Altair Engineering Inc.'s current software development process is essentially completed concurrent with the establishment of technological feasibility.\nSales and marketing"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What does the cost of other revenue include for Altair Engineering Inc.?', 'gt_answer': 'The cost of other revenue for Altair Engineering Inc. includes the cost of LED lighting products and freight related to products sold to retail and commercial sales channels.', 'gt_context': "Cost of client engineering services\nCost of engineering services revenue consists primarily of employee compensation and related costs. Altair Engineering Inc. employ and pay them only for the duration of the placement at a customer site.\nCost of other\nCost of other revenue includes the cost of LED lighting products and freight related to products sold to retail and commercial sales channels.\nOperating expenses\nOperating expenses, as defined and discussed below, support all the products and services that Altair Engineering Inc. provide to Altair Engineering Inc.'s customers and, as a result, they are presented in an aggregate total.\nResearch and development\nResearch and development expenses consist primarily of employee compensation and related costs associated with Altair Engineering Inc.'s development team, including salaries, benefits, bonuses, professional consulting and development fees, and stock-based compensation expense. Altair Engineering Inc.'s research and development efforts are focused on enhancing the functionality, breadth and scalability of Altair Engineering Inc.'s software, addressing new use cases, and developing additional innovative technologies. Timely development of new products is essential to maintaining Altair Engineering Inc.'s competitive position, and Altair Engineering Inc. release new versions of Altair Engineering Inc.'s software on a regular basis. All software development costs are expensed as incurred as Altair Engineering Inc.'s current software development process is essentially completed concurrent with the establishment of technological feasibility.\nSales and marketing"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. account for research and development expenses, and what is the focus of their research and development efforts?', 'gt_answer': 'Altair Engineering Inc. accounts for research and development expenses primarily as employee compensation and related costs associated with their development team. Their research and development efforts are focused on enhancing the functionality, breadth, and scalability of their software, addressing new use cases, and developing additional innovative technologies. All software development costs are expensed as incurred.', 'gt_context': "Cost of client engineering services\nCost of engineering services revenue consists primarily of employee compensation and related costs. Altair Engineering Inc. employ and pay them only for the duration of the placement at a customer site.\nCost of other\nCost of other revenue includes the cost of LED lighting products and freight related to products sold to retail and commercial sales channels.\nOperating expenses\nOperating expenses, as defined and discussed below, support all the products and services that Altair Engineering Inc. provide to Altair Engineering Inc.'s customers and, as a result, they are presented in an aggregate total.\nResearch and development\nResearch and development expenses consist primarily of employee compensation and related costs associated with Altair Engineering Inc.'s development team, including salaries, benefits, bonuses, professional consulting and development fees, and stock-based compensation expense. Altair Engineering Inc.'s research and development efforts are focused on enhancing the functionality, breadth and scalability of Altair Engineering Inc.'s software, addressing new use cases, and developing additional innovative technologies. Timely development of new products is essential to maintaining Altair Engineering Inc.'s competitive position, and Altair Engineering Inc. release new versions of Altair Engineering Inc.'s software on a regular basis. All software development costs are expensed as incurred as Altair Engineering Inc.'s current software development process is essentially completed concurrent with the establishment of technological feasibility.\nSales and marketing"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What was the impact of the Tax Act's GILTI provision on Altair Engineering Inc.'s income tax expense for the year ended December 31, 2020?", 'gt_answer': 'The impact of GILTI resulted in no incremental tax expense for the year ended December 31, 2020 due to a full valuation allowance on U.S. net deferred tax assets.', 'gt_context': "calculations, Altair Engineering Inc. increased Altair Engineering Inc.'s provisional amount of transition tax by approximately $0.6 million for the year ended December 31, 2018. This resulted in no change to income tax expense due to the impact of foreign tax credits.\nThe Tax Act subjects a U.S. shareholder to current tax on Global Intangible Low-Taxed Income, or GILTI, earned by certain foreign subsidiaries. The impact of GILTI resulted in no incremental tax expense for the year ended December 31, 2020 due to a full valuation allowance on U.S. net deferred tax assets. Altair Engineering Inc. have made an accounting policy election to treat taxes due under the GILTI provision as a current period expense. In addition, the recently enacted CARES Act and the Consolidated Appropriations Act, 2021 (CAA) provide relief to U.S. federal corporate taxpayers through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards. The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s’s consolidated financial statements.\nResults of operations\nThe following table sets forth Altair Engineering Inc.'s results of operations and certain financial data for the years ended December 31, 2020 and 2019:\nYear ended December 31,\n(in thousands)\nRevenue:\nSoftware\n$\n391,711\n$\n366,702\nSoftware related services\n26,454\n34,576\nTotal software and related services\n418,165\n401,278\nClient engineering services\n44,320\n48,987\nOther\n7,436\n8,650\nTotal revenue\n469,921\n458,915\nCost of revenue:\nSoftware\n58,325\n59,686\nSoftware related services\n21,243\n25,640\nTotal software and related services\n79,568\n85,326\nClient engineering services\n35,684\n39,875\nOther\n6,053\n7,398\nTotal cost of revenue\n121,305\n132,599\nGross profit\n348,616\n326,316\nOperating expenses:\nResearch and development\n126,081\n117,510\nSales and marketing\n111,440\n106,051\nGeneral and administrative"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How did the CARES Act and the Consolidated Appropriations Act, 2021 affect Altair Engineering Inc.'s consolidated financial statements for the year ended December 31, 2020?", 'gt_answer': "The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s consolidated financial statements.", 'gt_context': "calculations, Altair Engineering Inc. increased Altair Engineering Inc.'s provisional amount of transition tax by approximately $0.6 million for the year ended December 31, 2018. This resulted in no change to income tax expense due to the impact of foreign tax credits.\nThe Tax Act subjects a U.S. shareholder to current tax on Global Intangible Low-Taxed Income, or GILTI, earned by certain foreign subsidiaries. The impact of GILTI resulted in no incremental tax expense for the year ended December 31, 2020 due to a full valuation allowance on U.S. net deferred tax assets. Altair Engineering Inc. have made an accounting policy election to treat taxes due under the GILTI provision as a current period expense. In addition, the recently enacted CARES Act and the Consolidated Appropriations Act, 2021 (CAA) provide relief to U.S. federal corporate taxpayers through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards. The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s’s consolidated financial statements.\nResults of operations\nThe following table sets forth Altair Engineering Inc.'s results of operations and certain financial data for the years ended December 31, 2020 and 2019:\nYear ended December 31,\n(in thousands)\nRevenue:\nSoftware\n$\n391,711\n$\n366,702\nSoftware related services\n26,454\n34,576\nTotal software and related services\n418,165\n401,278\nClient engineering services\n44,320\n48,987\nOther\n7,436\n8,650\nTotal revenue\n469,921\n458,915\nCost of revenue:\nSoftware\n58,325\n59,686\nSoftware related services\n21,243\n25,640\nTotal software and related services\n79,568\n85,326\nClient engineering services\n35,684\n39,875\nOther\n6,053\n7,398\nTotal cost of revenue\n121,305\n132,599\nGross profit\n348,616\n326,316\nOperating expenses:\nResearch and development\n126,081\n117,510\nSales and marketing\n111,440\n106,051\nGeneral and administrative"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the change in revenue for software and related services for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The revenue for software and related services increased from $401,278 in 2019 to $418,165 in 2020.', 'gt_context': "calculations, Altair Engineering Inc. increased Altair Engineering Inc.'s provisional amount of transition tax by approximately $0.6 million for the year ended December 31, 2018. This resulted in no change to income tax expense due to the impact of foreign tax credits.\nThe Tax Act subjects a U.S. shareholder to current tax on Global Intangible Low-Taxed Income, or GILTI, earned by certain foreign subsidiaries. The impact of GILTI resulted in no incremental tax expense for the year ended December 31, 2020 due to a full valuation allowance on U.S. net deferred tax assets. Altair Engineering Inc. have made an accounting policy election to treat taxes due under the GILTI provision as a current period expense. In addition, the recently enacted CARES Act and the Consolidated Appropriations Act, 2021 (CAA) provide relief to U.S. federal corporate taxpayers through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards. The CARES Act and the CAA did not have a material effect on Altair Engineering Inc.'s’s consolidated financial statements.\nResults of operations\nThe following table sets forth Altair Engineering Inc.'s results of operations and certain financial data for the years ended December 31, 2020 and 2019:\nYear ended December 31,\n(in thousands)\nRevenue:\nSoftware\n$\n391,711\n$\n366,702\nSoftware related services\n26,454\n34,576\nTotal software and related services\n418,165\n401,278\nClient engineering services\n44,320\n48,987\nOther\n7,436\n8,650\nTotal revenue\n469,921\n458,915\nCost of revenue:\nSoftware\n58,325\n59,686\nSoftware related services\n21,243\n25,640\nTotal software and related services\n79,568\n85,326\nClient engineering services\n35,684\n39,875\nOther\n6,053\n7,398\nTotal cost of revenue\n121,305\n132,599\nGross profit\n348,616\n326,316\nOperating expenses:\nResearch and development\n126,081\n117,510\nSales and marketing\n111,440\n106,051\nGeneral and administrative"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the primary components of 'Other (income) expense, net' for Altair Engineering Inc.?", 'gt_answer': "Other (income) expense, net is primarily comprised of foreign currency exchange gains and losses generated from the settlement and remeasurement of transactions denominated in currencies other than the functional currency of Altair Engineering Inc.'s operating units, and interest income on invested cash.", 'gt_context': "Other (income) expense, net\nOther (income) expense, net is comprised primarily of foreign currency exchange gains and losses generated from the settlement and remeasurement of transactions denominated in currencies other than the functional currency of Altair Engineering Inc.'s operating units and interest income on invested cash.\nIncome tax expense\nIncome tax expense is comprised primarily of income taxes related to United States, foreign, and state jurisdictions in which Altair Engineering Inc. conduct business. Income tax expense also includes taxes withheld outside of the United States attributable to remittances to Altair Engineering Inc.'s from certain foreign subsidiaries. Altair Engineering Inc. record interest and penalties related to income tax matters as income tax expense. Altair Engineering Inc. expect the amount of income tax expense (benefit), if any, to vary each reporting period depending upon fluctuations in Altair Engineering Inc.'s quantum and tax jurisdictional mix of income (loss). Altair Engineering Inc. have substantial United States net operating loss carryforwards with no expiration period for losses generated 2018 onwards, and tax credit carryforwards which began to expire in 2018. The ability to utilize these tax attributes is highly dependent upon Altair Engineering Inc.'s ability to generate taxable income in the United States in the future."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What factors contribute to the variability of income tax expense for Altair Engineering Inc.?', 'gt_answer': "Income tax expense for Altair Engineering Inc. varies depending on fluctuations in the company's quantum and tax jurisdictional mix of income (loss), as well as taxes withheld outside of the United States attributable to remittances from certain foreign subsidiaries.", 'gt_context': "Other (income) expense, net\nOther (income) expense, net is comprised primarily of foreign currency exchange gains and losses generated from the settlement and remeasurement of transactions denominated in currencies other than the functional currency of Altair Engineering Inc.'s operating units and interest income on invested cash.\nIncome tax expense\nIncome tax expense is comprised primarily of income taxes related to United States, foreign, and state jurisdictions in which Altair Engineering Inc. conduct business. Income tax expense also includes taxes withheld outside of the United States attributable to remittances to Altair Engineering Inc.'s from certain foreign subsidiaries. Altair Engineering Inc. record interest and penalties related to income tax matters as income tax expense. Altair Engineering Inc. expect the amount of income tax expense (benefit), if any, to vary each reporting period depending upon fluctuations in Altair Engineering Inc.'s quantum and tax jurisdictional mix of income (loss). Altair Engineering Inc. have substantial United States net operating loss carryforwards with no expiration period for losses generated 2018 onwards, and tax credit carryforwards which began to expire in 2018. The ability to utilize these tax attributes is highly dependent upon Altair Engineering Inc.'s ability to generate taxable income in the United States in the future."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does Altair Engineering Inc.'s ability to utilize its substantial United States net operating loss carryforwards and tax credit carryforwards depend on future business performance?", 'gt_answer': "Altair Engineering Inc.'s ability to utilize its substantial United States net operating loss carryforwards and tax credit carryforwards is highly dependent upon the company's ability to generate taxable income in the United States in the future.", 'gt_context': "Other (income) expense, net\nOther (income) expense, net is comprised primarily of foreign currency exchange gains and losses generated from the settlement and remeasurement of transactions denominated in currencies other than the functional currency of Altair Engineering Inc.'s operating units and interest income on invested cash.\nIncome tax expense\nIncome tax expense is comprised primarily of income taxes related to United States, foreign, and state jurisdictions in which Altair Engineering Inc. conduct business. Income tax expense also includes taxes withheld outside of the United States attributable to remittances to Altair Engineering Inc.'s from certain foreign subsidiaries. Altair Engineering Inc. record interest and penalties related to income tax matters as income tax expense. Altair Engineering Inc. expect the amount of income tax expense (benefit), if any, to vary each reporting period depending upon fluctuations in Altair Engineering Inc.'s quantum and tax jurisdictional mix of income (loss). Altair Engineering Inc. have substantial United States net operating loss carryforwards with no expiration period for losses generated 2018 onwards, and tax credit carryforwards which began to expire in 2018. The ability to utilize these tax attributes is highly dependent upon Altair Engineering Inc.'s ability to generate taxable income in the United States in the future."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How has Altair Engineering Inc. adapted its operations to the COVID-19 pandemic?', 'gt_answer': 'Altair Engineering Inc. has converted its business to operate nearly 100% virtually, leveraging its global technology infrastructure. It has also implemented measures to manage operating expenses, such as temporary wage reductions and negotiations for cost reductions in consultants, professional and advisory fees, and other costs. Additionally, it has substantially reduced expenses for travel-related costs and virtualized many sales and marketing activities.', 'gt_context': "Altair Engineering Inc. have converted Altair Engineering Inc.'s business to being capable of operating nearly 100% “virtual” as required or recommended under COVID-19 restrictions, leveraging Altair Engineering Inc.'s global technology infrastructure. While Altair Engineering Inc. are capable of sustained operations primarily in a virtual environment, Altair Engineering Inc. expect that Altair Engineering Inc. will gradually resume normalized operations, when permitted, based on local conditions and restrictions, with the primary focus of preserving employee welfare, while continuing to support customers. Altair Engineering Inc. have undertaken certain measures to manage operating expenses given the uncertainties with the COVID-19 environment. Previously, Altair Engineering Inc. introduced temporary wage reductions, or other measures, in accordance with local labor laws and regulations, to reduce near term compensation costs. These adjustments, which were beneficial during the period of heightened uncertainty early in COVID-19, have been rolled back, such that effective October 2020, the temporary wage reductions have been rescinded. Altair Engineering Inc. have, where possible, negotiated reductions in costs for consultants, professional and advisory fees, and other costs. Given global travel restrictions, Altair Engineering Inc. have substantially reduced expenses for travel related costs while many sales and marketing activities have reverted to being virtualized, further reducing certain expenditures on a net basis."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. taken to manage operating expenses during the COVID-19 pandemic?', 'gt_answer': 'Altair Engineering Inc. has introduced temporary wage reductions, negotiated reductions in costs for consultants, professional and advisory fees, and other costs. It has also substantially reduced expenses for travel-related costs and virtualized many sales and marketing activities.', 'gt_context': "Altair Engineering Inc. have converted Altair Engineering Inc.'s business to being capable of operating nearly 100% “virtual” as required or recommended under COVID-19 restrictions, leveraging Altair Engineering Inc.'s global technology infrastructure. While Altair Engineering Inc. are capable of sustained operations primarily in a virtual environment, Altair Engineering Inc. expect that Altair Engineering Inc. will gradually resume normalized operations, when permitted, based on local conditions and restrictions, with the primary focus of preserving employee welfare, while continuing to support customers. Altair Engineering Inc. have undertaken certain measures to manage operating expenses given the uncertainties with the COVID-19 environment. Previously, Altair Engineering Inc. introduced temporary wage reductions, or other measures, in accordance with local labor laws and regulations, to reduce near term compensation costs. These adjustments, which were beneficial during the period of heightened uncertainty early in COVID-19, have been rolled back, such that effective October 2020, the temporary wage reductions have been rescinded. Altair Engineering Inc. have, where possible, negotiated reductions in costs for consultants, professional and advisory fees, and other costs. Given global travel restrictions, Altair Engineering Inc. have substantially reduced expenses for travel related costs while many sales and marketing activities have reverted to being virtualized, further reducing certain expenditures on a net basis."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How has Altair Engineering Inc. addressed the temporary wage reductions implemented during the COVID-19 pandemic?', 'gt_answer': 'Altair Engineering Inc. has rescinded the temporary wage reductions effective October 2020, as the adjustments were beneficial during the period of heightened uncertainty early in COVID-19.', 'gt_context': "Altair Engineering Inc. have converted Altair Engineering Inc.'s business to being capable of operating nearly 100% “virtual” as required or recommended under COVID-19 restrictions, leveraging Altair Engineering Inc.'s global technology infrastructure. While Altair Engineering Inc. are capable of sustained operations primarily in a virtual environment, Altair Engineering Inc. expect that Altair Engineering Inc. will gradually resume normalized operations, when permitted, based on local conditions and restrictions, with the primary focus of preserving employee welfare, while continuing to support customers. Altair Engineering Inc. have undertaken certain measures to manage operating expenses given the uncertainties with the COVID-19 environment. Previously, Altair Engineering Inc. introduced temporary wage reductions, or other measures, in accordance with local labor laws and regulations, to reduce near term compensation costs. These adjustments, which were beneficial during the period of heightened uncertainty early in COVID-19, have been rolled back, such that effective October 2020, the temporary wage reductions have been rescinded. Altair Engineering Inc. have, where possible, negotiated reductions in costs for consultants, professional and advisory fees, and other costs. Given global travel restrictions, Altair Engineering Inc. have substantially reduced expenses for travel related costs while many sales and marketing activities have reverted to being virtualized, further reducing certain expenditures on a net basis."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the primary components of Altair Engineering Inc.'s sales and marketing expenses?", 'gt_answer': "The primary components of Altair Engineering Inc.'s sales and marketing expenses include employee compensation and related costs associated with the sales and marketing staff, such as salaries, benefits, bonuses, commissions, and stock-based compensation, as well as costs related to marketing and business development programs like trade shows and events.", 'gt_context': "Sales and marketing\nSales and marketing expenses consist primarily of employee compensation and related costs associated with Altair Engineering Inc.'s sales and marketing staff, including salaries, benefits, bonuses, commissions and stock-based compensation, as well as costs relating to Altair Engineering Inc.'s marketing and business development programs including trade shows and events. Altair Engineering Inc. intend to continue to invest resources in Altair Engineering Inc.'s sales and marketing initiatives to drive growth and extend Altair Engineering Inc.'s market position.\nGeneral and administrative\nGeneral and administrative expenses consist of employee compensation and related costs for executive, finance, legal, human resources, recruiting, and employee-related information technology and administrative personnel, including salaries, benefits, bonuses and stock-based compensation expense, professional fees for external legal and accounting services, depreciation, facilities, recruiting and other consulting services.\nAmortization of intangible assets\nAmortization of intangible assets consists primarily of amortization of intangibles associated with acquisitions. Altair Engineering Inc. expect to incur additional amortization expenses resulting from future strategic acquisitions.\nOther operating income\nOther operating income consists primarily of government subsidies, primarily in France, in the form of grant income associated with certain of Altair Engineering Inc.'s research and development activities and other items as disclosed.\nInterest expense\nInterest expense consists of interest expense on Altair Engineering Inc.'s outstanding indebtedness and amortization of debt issuance costs.\nOther (income) expense, net"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What factors contribute to Altair Engineering Inc.'s general and administrative expenses?", 'gt_answer': "Altair Engineering Inc.'s general and administrative expenses consist of employee compensation and related costs for executive, finance, legal, human resources, recruiting, and employee-related information technology and administrative personnel, including salaries, benefits, bonuses, and stock-based compensation expense, professional fees for external legal and accounting services, depreciation, facilities, recruiting, and other consulting services.", 'gt_context': "Sales and marketing\nSales and marketing expenses consist primarily of employee compensation and related costs associated with Altair Engineering Inc.'s sales and marketing staff, including salaries, benefits, bonuses, commissions and stock-based compensation, as well as costs relating to Altair Engineering Inc.'s marketing and business development programs including trade shows and events. Altair Engineering Inc. intend to continue to invest resources in Altair Engineering Inc.'s sales and marketing initiatives to drive growth and extend Altair Engineering Inc.'s market position.\nGeneral and administrative\nGeneral and administrative expenses consist of employee compensation and related costs for executive, finance, legal, human resources, recruiting, and employee-related information technology and administrative personnel, including salaries, benefits, bonuses and stock-based compensation expense, professional fees for external legal and accounting services, depreciation, facilities, recruiting and other consulting services.\nAmortization of intangible assets\nAmortization of intangible assets consists primarily of amortization of intangibles associated with acquisitions. Altair Engineering Inc. expect to incur additional amortization expenses resulting from future strategic acquisitions.\nOther operating income\nOther operating income consists primarily of government subsidies, primarily in France, in the form of grant income associated with certain of Altair Engineering Inc.'s research and development activities and other items as disclosed.\nInterest expense\nInterest expense consists of interest expense on Altair Engineering Inc.'s outstanding indebtedness and amortization of debt issuance costs.\nOther (income) expense, net"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. expect its amortization of intangible assets to be affected by future strategic acquisitions?', 'gt_answer': 'Altair Engineering Inc. expects to incur additional amortization expenses resulting from future strategic acquisitions, as these acquisitions will likely involve the acquisition of intangible assets that will be amortized over their useful lives.', 'gt_context': "Sales and marketing\nSales and marketing expenses consist primarily of employee compensation and related costs associated with Altair Engineering Inc.'s sales and marketing staff, including salaries, benefits, bonuses, commissions and stock-based compensation, as well as costs relating to Altair Engineering Inc.'s marketing and business development programs including trade shows and events. Altair Engineering Inc. intend to continue to invest resources in Altair Engineering Inc.'s sales and marketing initiatives to drive growth and extend Altair Engineering Inc.'s market position.\nGeneral and administrative\nGeneral and administrative expenses consist of employee compensation and related costs for executive, finance, legal, human resources, recruiting, and employee-related information technology and administrative personnel, including salaries, benefits, bonuses and stock-based compensation expense, professional fees for external legal and accounting services, depreciation, facilities, recruiting and other consulting services.\nAmortization of intangible assets\nAmortization of intangible assets consists primarily of amortization of intangibles associated with acquisitions. Altair Engineering Inc. expect to incur additional amortization expenses resulting from future strategic acquisitions.\nOther operating income\nOther operating income consists primarily of government subsidies, primarily in France, in the form of grant income associated with certain of Altair Engineering Inc.'s research and development activities and other items as disclosed.\nInterest expense\nInterest expense consists of interest expense on Altair Engineering Inc.'s outstanding indebtedness and amortization of debt issuance costs.\nOther (income) expense, net"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the key areas of focus for Altair Engineering Inc.'s software and cloud solutions?", 'gt_answer': 'Altair Engineering Inc. focuses on providing software and cloud solutions in the areas of simulation, high-performance computing (HPC), data analytics, and artificial intelligence (AI).', 'gt_context': "Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations\nThe following discussion and analysis of Altair Engineering Inc.'s financial condition and results of operations should be read in conjunction with Altair Engineering Inc.'s audited consolidated financial statements (and notes thereto) for the year ended December 31, 2020 included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks and uncertainties. Altair Engineering Inc.'s actual results could differ materially from those discussed below. Factors that could cause or contribute to such differences include, but are not limited to, those identified below and those discussed in “Risk factors” and “Cautionary Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K.\nOverview\nAltair Engineering Inc. are a global technology company providing software and cloud solutions in the areas of simulation, high-performance computing (“HPC”), data analytics, and artificial intelligence (“AI”). Altair Engineering Inc. enable organizations across broad industry segments to compete more effectively in a connected world while creating a more sustainable future."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the purpose of the Management's Discussion and Analysis (MD&A) section in Altair Engineering Inc.'s Annual Report on Form 10-K?", 'gt_answer': "The MD&A section allows Altair Engineering Inc.'s management to present the company's perspective on its business results for the past financial year. It includes information about the company's operations, financial results, liquidity, capital resources, known trends or uncertainties, key business risks, and critical accounting judgments.", 'gt_context': "Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations\nThe following discussion and analysis of Altair Engineering Inc.'s financial condition and results of operations should be read in conjunction with Altair Engineering Inc.'s audited consolidated financial statements (and notes thereto) for the year ended December 31, 2020 included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks and uncertainties. Altair Engineering Inc.'s actual results could differ materially from those discussed below. Factors that could cause or contribute to such differences include, but are not limited to, those identified below and those discussed in “Risk factors” and “Cautionary Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K.\nOverview\nAltair Engineering Inc. are a global technology company providing software and cloud solutions in the areas of simulation, high-performance computing (“HPC”), data analytics, and artificial intelligence (“AI”). Altair Engineering Inc. enable organizations across broad industry segments to compete more effectively in a connected world while creating a more sustainable future."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What types of information can be found in the MD&A section regarding Altair Engineering Inc.'s financial condition and results of operations?", 'gt_answer': "The MD&A section provides information about Altair Engineering Inc.'s liquidity and capital resources, material changes in the company's results compared to a prior period, and critical accounting judgments, such as estimates and assumptions, which can significantly impact the numbers in the financial statements.", 'gt_context': "Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations\nThe following discussion and analysis of Altair Engineering Inc.'s financial condition and results of operations should be read in conjunction with Altair Engineering Inc.'s audited consolidated financial statements (and notes thereto) for the year ended December 31, 2020 included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks and uncertainties. Altair Engineering Inc.'s actual results could differ materially from those discussed below. Factors that could cause or contribute to such differences include, but are not limited to, those identified below and those discussed in “Risk factors” and “Cautionary Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K.\nOverview\nAltair Engineering Inc. are a global technology company providing software and cloud solutions in the areas of simulation, high-performance computing (“HPC”), data analytics, and artificial intelligence (“AI”). Altair Engineering Inc. enable organizations across broad industry segments to compete more effectively in a connected world while creating a more sustainable future."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How has the COVID-19 pandemic affected Altair Engineering Inc.'s operations and financial results?", 'gt_answer': "The COVID-19 pandemic has negatively impacted several of the markets Altair Engineering Inc. serves, including the automotive and aerospace markets. This has led to reduced or suspended operating activities for many businesses, which in turn has affected Altair Engineering Inc.'s operations and financial results.", 'gt_context': "Recent Business Developments\nImpact of COVID-19\nIn March 2020, The World Health Organization declared the outbreak of COVID-19, a pandemic and a public health emergency of international concern. The global spread of COVID-19 has created significant volatility and uncertainty. Such conditions are expected to continue. To limit the spread of COVID-19, governments have taken various actions, from time to time, including the issuance of travel restrictions, complete or partial prohibitions of non-essential activities, restrictions or shutdowns of non-essential businesses, stay-at-home orders and social distancing guidelines. Some of these actions have varied from initial responses, pivoting between full or complete to partial or limited restrictions depending upon local or regional conditions. Accordingly, many businesses have adjusted to these actions by reducing or suspending operating or other activities. This has negatively impacted several of the markets Altair Engineering Inc. serve, including the automotive and aerospace markets.\nThe ensuing discussion is provided to summarize the impacts of COVID-19 upon Altair Engineering Inc.'s, inclusive of some of the principal measures undertaken by Altair Engineering Inc.'s to date to respond to the pandemic. It is difficult to predict with any level of precision the broad effects of COVID-19 on specific industries or individual companies. Locally or regionally imposed restrictions in concert with the duration of pandemic conditions, along with the development and distribution of vaccines, may create disparate impacts across the globe, including the primary countries or regions in which Altair Engineering Inc.'s and its customers operate."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. taken in response to the COVID-19 pandemic?', 'gt_answer': 'The specific measures taken by Altair Engineering Inc. in response to the COVID-19 pandemic are not detailed in the provided context. However, it is mentioned that many businesses have adjusted to government actions by reducing or suspending operating or other activities.', 'gt_context': "Recent Business Developments\nImpact of COVID-19\nIn March 2020, The World Health Organization declared the outbreak of COVID-19, a pandemic and a public health emergency of international concern. The global spread of COVID-19 has created significant volatility and uncertainty. Such conditions are expected to continue. To limit the spread of COVID-19, governments have taken various actions, from time to time, including the issuance of travel restrictions, complete or partial prohibitions of non-essential activities, restrictions or shutdowns of non-essential businesses, stay-at-home orders and social distancing guidelines. Some of these actions have varied from initial responses, pivoting between full or complete to partial or limited restrictions depending upon local or regional conditions. Accordingly, many businesses have adjusted to these actions by reducing or suspending operating or other activities. This has negatively impacted several of the markets Altair Engineering Inc. serve, including the automotive and aerospace markets.\nThe ensuing discussion is provided to summarize the impacts of COVID-19 upon Altair Engineering Inc.'s, inclusive of some of the principal measures undertaken by Altair Engineering Inc.'s to date to respond to the pandemic. It is difficult to predict with any level of precision the broad effects of COVID-19 on specific industries or individual companies. Locally or regionally imposed restrictions in concert with the duration of pandemic conditions, along with the development and distribution of vaccines, may create disparate impacts across the globe, including the primary countries or regions in which Altair Engineering Inc.'s and its customers operate."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the known trends or uncertainties that could materially affect Altair Engineering Inc.'s results due to the COVID-19 pandemic?", 'gt_answer': "The known trends or uncertainties that could materially affect Altair Engineering Inc.'s results due to the COVID-19 pandemic include the duration of pandemic conditions, the development and distribution of vaccines, and the varying impacts of locally or regionally imposed restrictions across the globe, including the primary countries or regions in which Altair Engineering Inc. and its customers operate.", 'gt_context': "Recent Business Developments\nImpact of COVID-19\nIn March 2020, The World Health Organization declared the outbreak of COVID-19, a pandemic and a public health emergency of international concern. The global spread of COVID-19 has created significant volatility and uncertainty. Such conditions are expected to continue. To limit the spread of COVID-19, governments have taken various actions, from time to time, including the issuance of travel restrictions, complete or partial prohibitions of non-essential activities, restrictions or shutdowns of non-essential businesses, stay-at-home orders and social distancing guidelines. Some of these actions have varied from initial responses, pivoting between full or complete to partial or limited restrictions depending upon local or regional conditions. Accordingly, many businesses have adjusted to these actions by reducing or suspending operating or other activities. This has negatively impacted several of the markets Altair Engineering Inc. serve, including the automotive and aerospace markets.\nThe ensuing discussion is provided to summarize the impacts of COVID-19 upon Altair Engineering Inc.'s, inclusive of some of the principal measures undertaken by Altair Engineering Inc.'s to date to respond to the pandemic. It is difficult to predict with any level of precision the broad effects of COVID-19 on specific industries or individual companies. Locally or regionally imposed restrictions in concert with the duration of pandemic conditions, along with the development and distribution of vaccines, may create disparate impacts across the globe, including the primary countries or regions in which Altair Engineering Inc.'s and its customers operate."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the two licensing methods employed by Altair Engineering Inc. to deliver their software solutions?', 'gt_answer': 'Altair Engineering Inc. employs two licensing methods: most products are available under their unique, patented units-based licensing model known as Altair Units, and a small subset of their products is available on a node-locked, or hardware specific, and named-user basis, particularly for their data analytics solutions.', 'gt_context': "High Performance and Cloud Computing; and\n•\nData Analytics, AI, IoT and Smart Product Development.\nAltair also provides Client Engineering Services, or CES, to support Altair Engineering Inc.'s customers with long-term ongoing expertise. This has the benefit of embedding Altair Engineering Inc. within customers, deepening Altair Engineering Inc.'s understanding of their processes, and allowing Altair Engineering Inc. to more quickly perceive trends in the overall market. Altair Engineering Inc.'s presence at Altair Engineering Inc.'s customers’ sites helps Altair Engineering Inc. to better tailor Altair Engineering Inc.'s software products’ research and development, or R&D, and sales initiatives.\nLicensing\nThere are two licensing methods Altair Engineering Inc. employ to deliver Altair Engineering Inc.'s software solutions:\n•\nMost products are available under Altair Engineering Inc.'s unique, patented units-based licensing model known as Altair Units.\n•\nA small subset of Altair Engineering Inc.'s products is available on a node-locked, or hardware specific, and named-user basis. This is especially true for Altair Engineering Inc.'s data analytics solutions."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does Altair Engineering Inc.'s Client Engineering Services (CES) benefit the company in terms of understanding market trends and tailoring their software products?", 'gt_answer': "Altair Engineering Inc.'s Client Engineering Services (CES) benefits the company by embedding Altair within customers, deepening their understanding of customers' processes, and allowing them to more quickly perceive trends in the overall market. This presence at customers' sites helps Altair to better tailor their software products' research and development (R&D) and sales initiatives.", 'gt_context': "High Performance and Cloud Computing; and\n•\nData Analytics, AI, IoT and Smart Product Development.\nAltair also provides Client Engineering Services, or CES, to support Altair Engineering Inc.'s customers with long-term ongoing expertise. This has the benefit of embedding Altair Engineering Inc. within customers, deepening Altair Engineering Inc.'s understanding of their processes, and allowing Altair Engineering Inc. to more quickly perceive trends in the overall market. Altair Engineering Inc.'s presence at Altair Engineering Inc.'s customers’ sites helps Altair Engineering Inc. to better tailor Altair Engineering Inc.'s software products’ research and development, or R&D, and sales initiatives.\nLicensing\nThere are two licensing methods Altair Engineering Inc. employ to deliver Altair Engineering Inc.'s software solutions:\n•\nMost products are available under Altair Engineering Inc.'s unique, patented units-based licensing model known as Altair Units.\n•\nA small subset of Altair Engineering Inc.'s products is available on a node-locked, or hardware specific, and named-user basis. This is especially true for Altair Engineering Inc.'s data analytics solutions."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the key areas of focus for Altair Engineering Inc. in terms of their business operations and software solutions?', 'gt_answer': 'Altair Engineering Inc. focuses on two key areas in their business operations and software solutions: High Performance and Cloud Computing, and Data Analytics, AI, IoT, and Smart Product Development.', 'gt_context': "High Performance and Cloud Computing; and\n•\nData Analytics, AI, IoT and Smart Product Development.\nAltair also provides Client Engineering Services, or CES, to support Altair Engineering Inc.'s customers with long-term ongoing expertise. This has the benefit of embedding Altair Engineering Inc. within customers, deepening Altair Engineering Inc.'s understanding of their processes, and allowing Altair Engineering Inc. to more quickly perceive trends in the overall market. Altair Engineering Inc.'s presence at Altair Engineering Inc.'s customers’ sites helps Altair Engineering Inc. to better tailor Altair Engineering Inc.'s software products’ research and development, or R&D, and sales initiatives.\nLicensing\nThere are two licensing methods Altair Engineering Inc. employ to deliver Altair Engineering Inc.'s software solutions:\n•\nMost products are available under Altair Engineering Inc.'s unique, patented units-based licensing model known as Altair Units.\n•\nA small subset of Altair Engineering Inc.'s products is available on a node-locked, or hardware specific, and named-user basis. This is especially true for Altair Engineering Inc.'s data analytics solutions."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue for software licenses and maintenance services?', 'gt_answer': 'Altair Engineering Inc. generally recognizes software license revenue up front, while maintenance and support revenue is generally recognized over the term of the contract.', 'gt_context': "Software\nSoftware revenue is principally comprised of subscription licenses, and to a lesser extent, perpetual licenses and associated maintenance and support fees. Subscriptions are typically governed by contracts with annual terms which include product updates, maintenance and support. Altair Engineering Inc. generally recognize software license revenue up front, while maintenance and support revenue is generally recognized over the term of the contract. To a much lesser extent, Software also includes revenue from the sale of hardware products.\nSoftware includes consulting, implementation services and training. Altair Engineering Inc.'s software related services team is comprised of approximately 300 highly technical people globally. Altair Engineering Inc. focus on establishing a strong working relationship with the user community allowing Altair Engineering Inc. to offer guidance and expertise throughout their product creation process. Altair Engineering Inc. generally recognize revenue for software related services as those services are performed.\nSoftware related services\nConsulting services from product design and development projects are considered distinct performance obligations and are provided to customers on a time-and-materials, or T&M, or fixed-price basis. Altair recognizes services revenue from Altair Engineering Inc.'s T&M contracts using input-based estimates, utilizing direct labor and contractually agreed-upon hourly rates as the input measure. For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost incurred to estimated total costs at completion. If output or input measures are not available or cannot be reasonably estimated, revenue is recognized upon completion of the services.\nClient engineering services"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What types of services does Altair Engineering Inc. offer in addition to software licenses, and how is revenue recognized for these services?', 'gt_answer': 'Altair Engineering Inc. offers consulting, implementation services, and training as part of their software related services. Revenue for these services is generally recognized as those services are performed. For T&M contracts, revenue is recognized using input-based estimates, and for fixed-price contracts, revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method.', 'gt_context': "Software\nSoftware revenue is principally comprised of subscription licenses, and to a lesser extent, perpetual licenses and associated maintenance and support fees. Subscriptions are typically governed by contracts with annual terms which include product updates, maintenance and support. Altair Engineering Inc. generally recognize software license revenue up front, while maintenance and support revenue is generally recognized over the term of the contract. To a much lesser extent, Software also includes revenue from the sale of hardware products.\nSoftware includes consulting, implementation services and training. Altair Engineering Inc.'s software related services team is comprised of approximately 300 highly technical people globally. Altair Engineering Inc. focus on establishing a strong working relationship with the user community allowing Altair Engineering Inc. to offer guidance and expertise throughout their product creation process. Altair Engineering Inc. generally recognize revenue for software related services as those services are performed.\nSoftware related services\nConsulting services from product design and development projects are considered distinct performance obligations and are provided to customers on a time-and-materials, or T&M, or fixed-price basis. Altair recognizes services revenue from Altair Engineering Inc.'s T&M contracts using input-based estimates, utilizing direct labor and contractually agreed-upon hourly rates as the input measure. For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost incurred to estimated total costs at completion. If output or input measures are not available or cannot be reasonably estimated, revenue is recognized upon completion of the services.\nClient engineering services"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the primary focus of Altair Engineering Inc.'s software related services team, and how does this contribute to the company's financial results?", 'gt_answer': "Altair Engineering Inc.'s software related services team focuses on establishing a strong working relationship with the user community, allowing them to offer guidance and expertise throughout the product creation process. This contributes to the company's financial results by providing additional revenue streams through consulting, implementation services, and training, which are recognized as those services are performed.", 'gt_context': "Software\nSoftware revenue is principally comprised of subscription licenses, and to a lesser extent, perpetual licenses and associated maintenance and support fees. Subscriptions are typically governed by contracts with annual terms which include product updates, maintenance and support. Altair Engineering Inc. generally recognize software license revenue up front, while maintenance and support revenue is generally recognized over the term of the contract. To a much lesser extent, Software also includes revenue from the sale of hardware products.\nSoftware includes consulting, implementation services and training. Altair Engineering Inc.'s software related services team is comprised of approximately 300 highly technical people globally. Altair Engineering Inc. focus on establishing a strong working relationship with the user community allowing Altair Engineering Inc. to offer guidance and expertise throughout their product creation process. Altair Engineering Inc. generally recognize revenue for software related services as those services are performed.\nSoftware related services\nConsulting services from product design and development projects are considered distinct performance obligations and are provided to customers on a time-and-materials, or T&M, or fixed-price basis. Altair recognizes services revenue from Altair Engineering Inc.'s T&M contracts using input-based estimates, utilizing direct labor and contractually agreed-upon hourly rates as the input measure. For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost incurred to estimated total costs at completion. If output or input measures are not available or cannot be reasonably estimated, revenue is recognized upon completion of the services.\nClient engineering services"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What factors have significantly impacted Altair Engineering Inc.'s financial condition and results of operations during the COVID-19 pandemic?", 'gt_answer': "The factors that have significantly impacted Altair Engineering Inc.'s financial condition and results of operations during the COVID-19 pandemic include the effectiveness of treatments and vaccines, as well as other factors identified in Part I, Item 1A - Risk Factors included elsewhere in this Annual Report on Form 10-K.", 'gt_context': "of treatments and vaccines, and other factors identified in Part I, Item 1A - Risk Factors included elsewhere in this Annual Report on Form 10-K. Even after the COVID-19 pandemic subsides, Altair Engineering Inc. may experience material adverse impacts to Altair Engineering Inc.'s business as a result of any economic recession or depression that has occurred or may occur in the future. Altair Engineering Inc. will continue to evaluate the nature and extent of the impact to Altair Engineering Inc.'s business, consolidated results of operations, and financial condition."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How might Altair Engineering Inc.'s business be affected by an economic recession or depression resulting from the COVID-19 pandemic?", 'gt_answer': 'Altair Engineering Inc. may experience material adverse impacts to its business as a result of any economic recession or depression that has occurred or may occur in the future, even after the COVID-19 pandemic subsides.', 'gt_context': "of treatments and vaccines, and other factors identified in Part I, Item 1A - Risk Factors included elsewhere in this Annual Report on Form 10-K. Even after the COVID-19 pandemic subsides, Altair Engineering Inc. may experience material adverse impacts to Altair Engineering Inc.'s business as a result of any economic recession or depression that has occurred or may occur in the future. Altair Engineering Inc. will continue to evaluate the nature and extent of the impact to Altair Engineering Inc.'s business, consolidated results of operations, and financial condition."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What steps is Altair Engineering Inc. taking to evaluate and address the impact of the COVID-19 pandemic on its business and financial condition?', 'gt_answer': "Altair Engineering Inc. will continue to evaluate the nature and extent of the impact to its business, consolidated results of operations, and financial condition, and may discuss management's views of key business risks and what it is doing to address them in the MD&A section of its Annual Report on Form 10-K.", 'gt_context': "of treatments and vaccines, and other factors identified in Part I, Item 1A - Risk Factors included elsewhere in this Annual Report on Form 10-K. Even after the COVID-19 pandemic subsides, Altair Engineering Inc. may experience material adverse impacts to Altair Engineering Inc.'s business as a result of any economic recession or depression that has occurred or may occur in the future. Altair Engineering Inc. will continue to evaluate the nature and extent of the impact to Altair Engineering Inc.'s business, consolidated results of operations, and financial condition."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the definition of Free Cash Flow used by Altair Engineering Inc.?', 'gt_answer': 'Altair Engineering Inc. defines Free Cash Flow as net cash provided by operating activities less capital expenditures.', 'gt_context': "(3)\nAltair Engineering Inc. define Free Cash Flow as net cash provided by operating activities less capital expenditures. For a reconciliation of Free Cash Flow to the most directly comparable financial measure calculated and presented in accordance with GAAP, see “Non-GAAP financial measures” contained herein.\nThe following table sets forth Altair Engineering Inc.'s revenue growth on a constant currency basis for the year ended December 31, 2020 compared to the year ended December 31, 2019:\nYear ended\nDecember 31,\nChange\nConstant\ncurrency\nchange (1)\n(dollars in thousands)\n%\n%\nRevenue:\nSoftware\n$\n391,711\n$\n366,702\n%\n%\nSoftware related services\n26,454\n34,576\n(23\n%)\n(24\n%)\nTotal software and related services\n418,165\n401,278\n%\n%\nClient engineering services\n44,320\n48,987\n(10\n%)\n(9\n%)\nOther\n7,436\n8,650\n(14\n%)\n(14\n%)\nTotal revenue\n$\n469,921\n$\n458,915\n%\n%\n_____________________________\n(1)\nThe results for entities whose functional currency is a currency other than the United States dollar were converted to United States dollars at rates that were in effect for the corresponding period of the prior year.\nYears ended December 31, 2020 and 2019\nRevenue\nTotal revenue increased by $11.0 million, or 2%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The increase was primarily attributable to an increase in software revenue, partially offset by a decrease in software related services revenue and CES revenue as a result of the slowdown in economic activity by Altair Engineering Inc.'s customers primarily due to COVID-19.\nSoftware\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSoftware revenue\n$\n391,711\n$\n366,702\n$\n25,009\n%\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the constant currency change in software revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?', 'gt_answer': 'The constant currency change in software revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019 was not provided in the context. However, the total revenue change was 2%.', 'gt_context': "(3)\nAltair Engineering Inc. define Free Cash Flow as net cash provided by operating activities less capital expenditures. For a reconciliation of Free Cash Flow to the most directly comparable financial measure calculated and presented in accordance with GAAP, see “Non-GAAP financial measures” contained herein.\nThe following table sets forth Altair Engineering Inc.'s revenue growth on a constant currency basis for the year ended December 31, 2020 compared to the year ended December 31, 2019:\nYear ended\nDecember 31,\nChange\nConstant\ncurrency\nchange (1)\n(dollars in thousands)\n%\n%\nRevenue:\nSoftware\n$\n391,711\n$\n366,702\n%\n%\nSoftware related services\n26,454\n34,576\n(23\n%)\n(24\n%)\nTotal software and related services\n418,165\n401,278\n%\n%\nClient engineering services\n44,320\n48,987\n(10\n%)\n(9\n%)\nOther\n7,436\n8,650\n(14\n%)\n(14\n%)\nTotal revenue\n$\n469,921\n$\n458,915\n%\n%\n_____________________________\n(1)\nThe results for entities whose functional currency is a currency other than the United States dollar were converted to United States dollars at rates that were in effect for the corresponding period of the prior year.\nYears ended December 31, 2020 and 2019\nRevenue\nTotal revenue increased by $11.0 million, or 2%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The increase was primarily attributable to an increase in software revenue, partially offset by a decrease in software related services revenue and CES revenue as a result of the slowdown in economic activity by Altair Engineering Inc.'s customers primarily due to COVID-19.\nSoftware\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSoftware revenue\n$\n391,711\n$\n366,702\n$\n25,009\n%\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What were the main factors contributing to the increase in total revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?', 'gt_answer': "The main factors contributing to the increase in total revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019 were an increase in software revenue, partially offset by a decrease in software related services revenue and CES revenue due to the slowdown in economic activity by Altair Engineering Inc.'s customers primarily due to COVID-19.", 'gt_context': "(3)\nAltair Engineering Inc. define Free Cash Flow as net cash provided by operating activities less capital expenditures. For a reconciliation of Free Cash Flow to the most directly comparable financial measure calculated and presented in accordance with GAAP, see “Non-GAAP financial measures” contained herein.\nThe following table sets forth Altair Engineering Inc.'s revenue growth on a constant currency basis for the year ended December 31, 2020 compared to the year ended December 31, 2019:\nYear ended\nDecember 31,\nChange\nConstant\ncurrency\nchange (1)\n(dollars in thousands)\n%\n%\nRevenue:\nSoftware\n$\n391,711\n$\n366,702\n%\n%\nSoftware related services\n26,454\n34,576\n(23\n%)\n(24\n%)\nTotal software and related services\n418,165\n401,278\n%\n%\nClient engineering services\n44,320\n48,987\n(10\n%)\n(9\n%)\nOther\n7,436\n8,650\n(14\n%)\n(14\n%)\nTotal revenue\n$\n469,921\n$\n458,915\n%\n%\n_____________________________\n(1)\nThe results for entities whose functional currency is a currency other than the United States dollar were converted to United States dollars at rates that were in effect for the corresponding period of the prior year.\nYears ended December 31, 2020 and 2019\nRevenue\nTotal revenue increased by $11.0 million, or 2%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The increase was primarily attributable to an increase in software revenue, partially offset by a decrease in software related services revenue and CES revenue as a result of the slowdown in economic activity by Altair Engineering Inc.'s customers primarily due to COVID-19.\nSoftware\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSoftware revenue\n$\n391,711\n$\n366,702\n$\n25,009\n%\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary source of revenue for Altair Engineering Inc.?', 'gt_answer': 'Altair Engineering Inc. primarily derives revenue from the licensing of its software, which includes its units-based subscription licensing model and for term and perpetual software licenses, as well as software related services.', 'gt_context': "Altair Engineering Inc.'s other businesses which do not meet the criteria to be separate reportable segments are combined and reported as “Other” which represents innovative services and products, including toggled, Altair Engineering Inc.'s LED lighting business. toggled is focused on developing and selling next-generation solid state lighting technology along with communication and control protocols based on Altair Engineering Inc.'s intellectual property for the direct replacement of fluorescent light tubes with LED lamps. Other businesses combined within Other include potential services and product concepts that are still in their development stages, and Altair Engineering Inc.'s WEYV business, which ceased operations in the third quarter of 2019.\nFor additional information about Altair Engineering Inc.'s reportable segments and other businesses, see Note 18 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nComponents of results of operations\nRevenue\nAltair Engineering Inc. primarily derive revenue from the licensing of Altair Engineering Inc.'s software, which includes Altair Engineering Inc.'s units-based subscription licensing model and for term and perpetual software licenses, as well as software related services. Altair Engineering Inc.'s CES business derives revenue from providing engineers and data scientists to support Altair Engineering Inc.'s customers’ long-term, ongoing projects.\nSoftware"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What businesses are included in the 'Other' category of Altair Engineering Inc.'s reportable segments?", 'gt_answer': "The 'Other' category of Altair Engineering Inc.'s reportable segments includes innovative services and products such as toggled, an LED lighting business, potential services and product concepts still in development stages, and Altair Engineering Inc.'s WEYV business, which ceased operations in the third quarter of 2019.", 'gt_context': "Altair Engineering Inc.'s other businesses which do not meet the criteria to be separate reportable segments are combined and reported as “Other” which represents innovative services and products, including toggled, Altair Engineering Inc.'s LED lighting business. toggled is focused on developing and selling next-generation solid state lighting technology along with communication and control protocols based on Altair Engineering Inc.'s intellectual property for the direct replacement of fluorescent light tubes with LED lamps. Other businesses combined within Other include potential services and product concepts that are still in their development stages, and Altair Engineering Inc.'s WEYV business, which ceased operations in the third quarter of 2019.\nFor additional information about Altair Engineering Inc.'s reportable segments and other businesses, see Note 18 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nComponents of results of operations\nRevenue\nAltair Engineering Inc. primarily derive revenue from the licensing of Altair Engineering Inc.'s software, which includes Altair Engineering Inc.'s units-based subscription licensing model and for term and perpetual software licenses, as well as software related services. Altair Engineering Inc.'s CES business derives revenue from providing engineers and data scientists to support Altair Engineering Inc.'s customers’ long-term, ongoing projects.\nSoftware"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What does the MD&A section of Altair Engineering Inc.'s Annual Report on Form 10-K discuss regarding the company's financial condition and results of operations?", 'gt_answer': "The MD&A section of Altair Engineering Inc.'s Annual Report on Form 10-K discusses the company's operations and financial results, including information about its liquidity and capital resources, known trends or uncertainties that could materially affect the company's results, material changes in the company's results compared to a prior period, and critical accounting judgments such as estimates and assumptions.", 'gt_context': "Altair Engineering Inc.'s other businesses which do not meet the criteria to be separate reportable segments are combined and reported as “Other” which represents innovative services and products, including toggled, Altair Engineering Inc.'s LED lighting business. toggled is focused on developing and selling next-generation solid state lighting technology along with communication and control protocols based on Altair Engineering Inc.'s intellectual property for the direct replacement of fluorescent light tubes with LED lamps. Other businesses combined within Other include potential services and product concepts that are still in their development stages, and Altair Engineering Inc.'s WEYV business, which ceased operations in the third quarter of 2019.\nFor additional information about Altair Engineering Inc.'s reportable segments and other businesses, see Note 18 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nComponents of results of operations\nRevenue\nAltair Engineering Inc. primarily derive revenue from the licensing of Altair Engineering Inc.'s software, which includes Altair Engineering Inc.'s units-based subscription licensing model and for term and perpetual software licenses, as well as software related services. Altair Engineering Inc.'s CES business derives revenue from providing engineers and data scientists to support Altair Engineering Inc.'s customers’ long-term, ongoing projects.\nSoftware"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. generate revenue through its Client Engineering Services (CES) business?', 'gt_answer': 'Altair Engineering Inc. generates revenue from its CES business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments. They employ and pay them only for the duration of the placement, and recognize CES revenue based upon hours worked and contractually agreed-upon hourly rates.', 'gt_context': "Client engineering services\nAltair Engineering Inc. operate Altair Engineering Inc.'s CES business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments. Altair Engineering Inc. employ and pay them only for the duration of the placement.\nAltair Engineering Inc.'s CES business generates revenue from placing simulation specialists, industrial designers, design engineers, materials experts, development engineers, manufacturing engineers, and information technology specialists. Altair Engineering Inc. recognize CES revenue based upon hours worked and contractually agreed-upon hourly rates.\nOther\nAltair Engineering Inc.'s Other revenue consists primarily of revenue related to Altair Engineering Inc.'s LED lighting business operated out of Altair Engineering Inc.'s wholly-owned subsidiary, toggled. toggled designs, and sources through contract manufacturers, LED lighting and related products for sale to consumers and businesses. Altair Engineering Inc. also generate revenue through royalties from licensing toggled technology to third party manufacturers and resellers.\nCost of revenue\nCost of software\nCost of software revenue consists of expenses related to software licensing, hardware sales and customer support. Significant expenses include employee compensation and related costs for support team members, including salaries, benefits, bonuses and stock-based compensation, as well as hardware costs, travel costs, certain data center and facility costs and royalties for third-party software products available to customers through Altair Engineering Inc.'s products or as part of Altair Engineering Inc.'s APA.\nCost of software related services\nCost of software related services revenue consists of personnel and related costs, such as salaries, benefits, bonuses and stock-based compensation, as well as travel expenses and certain data center and facility costs.\nCost of client engineering services"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the primary components of Altair Engineering Inc.'s cost of software revenue?", 'gt_answer': "The primary components of Altair Engineering Inc.'s cost of software revenue include expenses related to software licensing, hardware sales, and customer support. Significant expenses include employee compensation and related costs for support team members, hardware costs, travel costs, certain data center and facility costs, and royalties for third-party software products available to customers through Altair Engineering Inc.'s products or as part of their APA.", 'gt_context': "Client engineering services\nAltair Engineering Inc. operate Altair Engineering Inc.'s CES business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments. Altair Engineering Inc. employ and pay them only for the duration of the placement.\nAltair Engineering Inc.'s CES business generates revenue from placing simulation specialists, industrial designers, design engineers, materials experts, development engineers, manufacturing engineers, and information technology specialists. Altair Engineering Inc. recognize CES revenue based upon hours worked and contractually agreed-upon hourly rates.\nOther\nAltair Engineering Inc.'s Other revenue consists primarily of revenue related to Altair Engineering Inc.'s LED lighting business operated out of Altair Engineering Inc.'s wholly-owned subsidiary, toggled. toggled designs, and sources through contract manufacturers, LED lighting and related products for sale to consumers and businesses. Altair Engineering Inc. also generate revenue through royalties from licensing toggled technology to third party manufacturers and resellers.\nCost of revenue\nCost of software\nCost of software revenue consists of expenses related to software licensing, hardware sales and customer support. Significant expenses include employee compensation and related costs for support team members, including salaries, benefits, bonuses and stock-based compensation, as well as hardware costs, travel costs, certain data center and facility costs and royalties for third-party software products available to customers through Altair Engineering Inc.'s products or as part of Altair Engineering Inc.'s APA.\nCost of software related services\nCost of software related services revenue consists of personnel and related costs, such as salaries, benefits, bonuses and stock-based compensation, as well as travel expenses and certain data center and facility costs.\nCost of client engineering services"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the main source of revenue for Altair Engineering Inc.'s Other revenue category?", 'gt_answer': "The main source of revenue for Altair Engineering Inc.'s Other revenue category is their LED lighting business operated out of their wholly-owned subsidiary, toggled. They design and source through contract manufacturers, LED lighting and related products for sale to consumers and businesses. They also generate revenue through royalties from licensing toggled technology to third-party manufacturers and resellers.", 'gt_context': "Client engineering services\nAltair Engineering Inc. operate Altair Engineering Inc.'s CES business by hiring engineers and data scientists for placement at a customer site for specific customer-directed assignments. Altair Engineering Inc. employ and pay them only for the duration of the placement.\nAltair Engineering Inc.'s CES business generates revenue from placing simulation specialists, industrial designers, design engineers, materials experts, development engineers, manufacturing engineers, and information technology specialists. Altair Engineering Inc. recognize CES revenue based upon hours worked and contractually agreed-upon hourly rates.\nOther\nAltair Engineering Inc.'s Other revenue consists primarily of revenue related to Altair Engineering Inc.'s LED lighting business operated out of Altair Engineering Inc.'s wholly-owned subsidiary, toggled. toggled designs, and sources through contract manufacturers, LED lighting and related products for sale to consumers and businesses. Altair Engineering Inc. also generate revenue through royalties from licensing toggled technology to third party manufacturers and resellers.\nCost of revenue\nCost of software\nCost of software revenue consists of expenses related to software licensing, hardware sales and customer support. Significant expenses include employee compensation and related costs for support team members, including salaries, benefits, bonuses and stock-based compensation, as well as hardware costs, travel costs, certain data center and facility costs and royalties for third-party software products available to customers through Altair Engineering Inc.'s products or as part of Altair Engineering Inc.'s APA.\nCost of software related services\nCost of software related services revenue consists of personnel and related costs, such as salaries, benefits, bonuses and stock-based compensation, as well as travel expenses and certain data center and facility costs.\nCost of client engineering services"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the key components of Altair Engineering Inc.'s integrated suite of software that contribute to its financial performance?", 'gt_answer': "Altair Engineering Inc.'s integrated suite of software includes high-fidelity and high-performance physics solvers, market-leading technology for optimization and HPC, and an end-to-end platform for developing AI and IoT solutions. These components optimize design performance across multiple disciplines, maximize efficient utilization of complex compute resources, and provide data analytics, AI, and IoT products for various industries, contributing to the company's financial performance.", 'gt_context': "Altair Engineering Inc.'s simulation and AI-driven approach to innovation is powered by Altair Engineering Inc.'s broad portfolio of high-fidelity and high-performance physics solvers, Altair Engineering Inc.'s market-leading technology for optimization and HPC, and Altair Engineering Inc.'s end-to-end platform for developing AI and Internet of Things (“IoT”) solutions. Altair Engineering Inc.'s integrated suite of software optimizes design performance across multiple disciplines encompassing structures, motion, fluids, thermal, electromagnetics, system modeling, and embedded systems, while also providing AI solutions and true-to-life visualization and rendering. Altair Engineering Inc.'s HPC solutions maximize the efficient utilization of complex compute resources and streamline the workflow management of compute-intensive tasks for applications including AI, modeling and simulation, and visualization. Altair Engineering Inc.'s data analytics, AI and IoT products include data preparation, data science, MLOps, orchestration, and visualization solutions that fuel engineering, scientific, and business decisions.\nAltair’s software products represent a comprehensive, open architecture solution for simulation, HPC, data analytics, and AI to empower decision making for improved product design and development, manufacturing, energy management and exploration, financial services, health care, and retail operations. Altair Engineering Inc. believe Altair’s solutions are compelling due to their openness and usability.\nAltair’s products offer a comprehensive set of technologies to design and optimize high-performance, efficient, innovative and sustainable products and processes in an increasingly connected world. Altair Engineering Inc.'s products are categorized by:\n•\nPhysics Simulation and Concept Design;\n•\nHigh Performance and Cloud Computing; and\n•\nData Analytics, AI, IoT and Smart Product Development."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does Altair Engineering Inc.'s focus on openness and usability in its software products impact its financial condition and results of operations?", 'gt_answer': "Altair Engineering Inc.'s focus on openness and usability in its software products makes them compelling for customers, leading to increased adoption and market share. This, in turn, positively impacts the company's financial condition and results of operations by driving revenue growth and improving profitability.", 'gt_context': "Altair Engineering Inc.'s simulation and AI-driven approach to innovation is powered by Altair Engineering Inc.'s broad portfolio of high-fidelity and high-performance physics solvers, Altair Engineering Inc.'s market-leading technology for optimization and HPC, and Altair Engineering Inc.'s end-to-end platform for developing AI and Internet of Things (“IoT”) solutions. Altair Engineering Inc.'s integrated suite of software optimizes design performance across multiple disciplines encompassing structures, motion, fluids, thermal, electromagnetics, system modeling, and embedded systems, while also providing AI solutions and true-to-life visualization and rendering. Altair Engineering Inc.'s HPC solutions maximize the efficient utilization of complex compute resources and streamline the workflow management of compute-intensive tasks for applications including AI, modeling and simulation, and visualization. Altair Engineering Inc.'s data analytics, AI and IoT products include data preparation, data science, MLOps, orchestration, and visualization solutions that fuel engineering, scientific, and business decisions.\nAltair’s software products represent a comprehensive, open architecture solution for simulation, HPC, data analytics, and AI to empower decision making for improved product design and development, manufacturing, energy management and exploration, financial services, health care, and retail operations. Altair Engineering Inc. believe Altair’s solutions are compelling due to their openness and usability.\nAltair’s products offer a comprehensive set of technologies to design and optimize high-performance, efficient, innovative and sustainable products and processes in an increasingly connected world. Altair Engineering Inc.'s products are categorized by:\n•\nPhysics Simulation and Concept Design;\n•\nHigh Performance and Cloud Computing; and\n•\nData Analytics, AI, IoT and Smart Product Development."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the potential risks and uncertainties that could affect Altair Engineering Inc.'s financial condition and results of operations, as mentioned in the MD&A section?", 'gt_answer': "The MD&A section may discuss management's views of key business risks and what it is doing to address them. Potential risks and uncertainties that could affect Altair Engineering Inc.'s financial condition and results of operations include changes in market demand for its products, increased competition, technological advancements, and economic downturns. The company's ability to manage these risks and uncertainties will impact its financial performance.", 'gt_context': "Altair Engineering Inc.'s simulation and AI-driven approach to innovation is powered by Altair Engineering Inc.'s broad portfolio of high-fidelity and high-performance physics solvers, Altair Engineering Inc.'s market-leading technology for optimization and HPC, and Altair Engineering Inc.'s end-to-end platform for developing AI and Internet of Things (“IoT”) solutions. Altair Engineering Inc.'s integrated suite of software optimizes design performance across multiple disciplines encompassing structures, motion, fluids, thermal, electromagnetics, system modeling, and embedded systems, while also providing AI solutions and true-to-life visualization and rendering. Altair Engineering Inc.'s HPC solutions maximize the efficient utilization of complex compute resources and streamline the workflow management of compute-intensive tasks for applications including AI, modeling and simulation, and visualization. Altair Engineering Inc.'s data analytics, AI and IoT products include data preparation, data science, MLOps, orchestration, and visualization solutions that fuel engineering, scientific, and business decisions.\nAltair’s software products represent a comprehensive, open architecture solution for simulation, HPC, data analytics, and AI to empower decision making for improved product design and development, manufacturing, energy management and exploration, financial services, health care, and retail operations. Altair Engineering Inc. believe Altair’s solutions are compelling due to their openness and usability.\nAltair’s products offer a comprehensive set of technologies to design and optimize high-performance, efficient, innovative and sustainable products and processes in an increasingly connected world. Altair Engineering Inc.'s products are categorized by:\n•\nPhysics Simulation and Concept Design;\n•\nHigh Performance and Cloud Computing; and\n•\nData Analytics, AI, IoT and Smart Product Development."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What was the primary reason for the 7% increase in Altair Engineering Inc.'s software revenue for the year ended December 31, 2020 compared to the previous year?", 'gt_answer': "The primary reason for the 7% increase in Altair Engineering Inc.'s software revenue for the year ended December 31, 2020 was due to expansion with existing customers and an increase in software subscription arrangements.", 'gt_context': "$\n25,009\n%\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nThe 7% increase in Altair Engineering Inc.'s software revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, was primarily resulted from expansion with existing customers and an increase in software subscription arrangements.\nSoftware related services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSoftware related services revenue\n$\n26,454\n$\n34,576\n$\n(8,122\n)\n(23\n%)\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nSoftware related services revenue decreased 23% for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease was largely the result of customers reducing their demand for these services primarily due to the impact of COVID-19 on their business operations.\nClient engineering services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nClient engineering services revenue\n$\n44,320\n$\n48,987\n$\n(4,667\n)\n(10\n%)\nAs a percent of consolidated revenue\n%\n%\nAltair Engineering Inc.'s CES business is primarily affected by customer demand and Altair Engineering Inc.'s ability to fill customers’ open positions. As noted above in\nresponse to COVID-19, in April some of Altair Engineering Inc.'s CES customers furloughed staff positions, while some other customers reduced\nCES staff working hours, reduced billing rates or eliminated certain positions. Altair Engineering Inc. have acted in concert with those customers to furlough or curtail the hours and compensation of those impacted employees until such time as Altair Engineering Inc.'s customers return to normal"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the main factor contributing to the 23% decrease in software related services revenue for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The main factor contributing to the 23% decrease in software related services revenue for the year ended December 31, 2020 was customers reducing their demand for these services primarily due to the impact of COVID-19 on their business operations.', 'gt_context': "$\n25,009\n%\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nThe 7% increase in Altair Engineering Inc.'s software revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, was primarily resulted from expansion with existing customers and an increase in software subscription arrangements.\nSoftware related services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSoftware related services revenue\n$\n26,454\n$\n34,576\n$\n(8,122\n)\n(23\n%)\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nSoftware related services revenue decreased 23% for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease was largely the result of customers reducing their demand for these services primarily due to the impact of COVID-19 on their business operations.\nClient engineering services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nClient engineering services revenue\n$\n44,320\n$\n48,987\n$\n(4,667\n)\n(10\n%)\nAs a percent of consolidated revenue\n%\n%\nAltair Engineering Inc.'s CES business is primarily affected by customer demand and Altair Engineering Inc.'s ability to fill customers’ open positions. As noted above in\nresponse to COVID-19, in April some of Altair Engineering Inc.'s CES customers furloughed staff positions, while some other customers reduced\nCES staff working hours, reduced billing rates or eliminated certain positions. Altair Engineering Inc. have acted in concert with those customers to furlough or curtail the hours and compensation of those impacted employees until such time as Altair Engineering Inc.'s customers return to normal"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How did COVID-19 impact Altair Engineering Inc.'s Client Engineering Services (CES) business for the year ended December 31, 2020?", 'gt_answer': "COVID-19 impacted Altair Engineering Inc.'s CES business for the year ended December 31, 2020 by causing some customers to furlough staff positions, reduce CES staff working hours, reduce billing rates, or eliminate certain positions. Altair Engineering Inc. acted in concert with those customers to furlough or curtail the hours and compensation of those impacted employees until such time as the customers return to normal operations.", 'gt_context': "$\n25,009\n%\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nThe 7% increase in Altair Engineering Inc.'s software revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, was primarily resulted from expansion with existing customers and an increase in software subscription arrangements.\nSoftware related services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSoftware related services revenue\n$\n26,454\n$\n34,576\n$\n(8,122\n)\n(23\n%)\nAs a percent of software segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nSoftware related services revenue decreased 23% for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease was largely the result of customers reducing their demand for these services primarily due to the impact of COVID-19 on their business operations.\nClient engineering services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nClient engineering services revenue\n$\n44,320\n$\n48,987\n$\n(4,667\n)\n(10\n%)\nAs a percent of consolidated revenue\n%\n%\nAltair Engineering Inc.'s CES business is primarily affected by customer demand and Altair Engineering Inc.'s ability to fill customers’ open positions. As noted above in\nresponse to COVID-19, in April some of Altair Engineering Inc.'s CES customers furloughed staff positions, while some other customers reduced\nCES staff working hours, reduced billing rates or eliminated certain positions. Altair Engineering Inc. have acted in concert with those customers to furlough or curtail the hours and compensation of those impacted employees until such time as Altair Engineering Inc.'s customers return to normal"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. manage the risk of foreign currency fluctuations in its international operations?', 'gt_answer': 'Altair Engineering Inc. evaluates its operating results on a constant currency basis to present the changes in its underlying business without regard to the impact of currency fluctuations. This involves converting the results for entities whose functional currency is not the United States dollar to United States dollars at rates that were in effect for a prior period, such as the previous year. This adjusted amount is then compared to the current period reported amounts to provide operationally driven variances in the results.', 'gt_context': "Foreign currency fluctuations\nBecause of Altair Engineering Inc.'s substantial international operations, Altair Engineering Inc. are exposed to foreign currency risks that arise from Altair Engineering Inc.'s normal business operations, as well as Altair Engineering Inc.'s transactions that are denominated in foreign currencies, including the Euro, British Pound Sterling, Indian Rupee, Japanese Yen, and Chinese Yuan. To present the changes in Altair Engineering Inc.'s underlying business without regard to the impact of currency fluctuations, Altair Engineering Inc. evaluate certain of Altair Engineering Inc.'s operating results both on an as reported basis, as well as on a constant currency basis.\nConstant currency amounts exclude the effect of foreign currency fluctuations on Altair Engineering Inc.'s reported results. Altair Engineering Inc.'s comparative financial results were impacted by fluctuations in the value of the United States dollar relative to other currencies during the year ended December 31, 2020, as compared to the year ended December 31, 2019. To present this information, the results for 2020 for entities whose functional currency is a currency other than the United States dollar were converted to United States dollars at rates that were in effect for 2019. These adjusted amounts are then compared to Altair Engineering Inc.'s current period reported amounts to provide operationally driven variances in Altair Engineering Inc.'s results.\nThe net effects of currency fluctuations on Altair Engineering Inc.'s Revenue, Net loss, Adjusted EBITDA and Billings are reflected in the table below. Amounts in brackets indicate a net adverse effect from currency fluctuations.\n(in thousands)\nYear ended\nDecember 31, 2020\nRevenue\n$\n1,034\nNet loss\n$\nAdjusted EBITDA\n$\n(31\n)\nBillings\n$\n3,846\nBusiness segments\nAltair Engineering Inc. have identified two reportable segments: Software and Client Engineering Services:\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What were the net effects of currency fluctuations on Altair Engineering Inc.'s financial metrics for the year ended December 31, 2020?", 'gt_answer': "For the year ended December 31, 2020, the net effects of currency fluctuations on Altair Engineering Inc.'s financial metrics were as follows: Revenue was impacted by $1,034, Net loss was not specified, Adjusted EBITDA was adversely affected by $31, and Billings were impacted by $3,846.", 'gt_context': "Foreign currency fluctuations\nBecause of Altair Engineering Inc.'s substantial international operations, Altair Engineering Inc. are exposed to foreign currency risks that arise from Altair Engineering Inc.'s normal business operations, as well as Altair Engineering Inc.'s transactions that are denominated in foreign currencies, including the Euro, British Pound Sterling, Indian Rupee, Japanese Yen, and Chinese Yuan. To present the changes in Altair Engineering Inc.'s underlying business without regard to the impact of currency fluctuations, Altair Engineering Inc. evaluate certain of Altair Engineering Inc.'s operating results both on an as reported basis, as well as on a constant currency basis.\nConstant currency amounts exclude the effect of foreign currency fluctuations on Altair Engineering Inc.'s reported results. Altair Engineering Inc.'s comparative financial results were impacted by fluctuations in the value of the United States dollar relative to other currencies during the year ended December 31, 2020, as compared to the year ended December 31, 2019. To present this information, the results for 2020 for entities whose functional currency is a currency other than the United States dollar were converted to United States dollars at rates that were in effect for 2019. These adjusted amounts are then compared to Altair Engineering Inc.'s current period reported amounts to provide operationally driven variances in Altair Engineering Inc.'s results.\nThe net effects of currency fluctuations on Altair Engineering Inc.'s Revenue, Net loss, Adjusted EBITDA and Billings are reflected in the table below. Amounts in brackets indicate a net adverse effect from currency fluctuations.\n(in thousands)\nYear ended\nDecember 31, 2020\nRevenue\n$\n1,034\nNet loss\n$\nAdjusted EBITDA\n$\n(31\n)\nBillings\n$\n3,846\nBusiness segments\nAltair Engineering Inc. have identified two reportable segments: Software and Client Engineering Services:\n•"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the two reportable segments identified by Altair Engineering Inc. and what do they entail?', 'gt_answer': "Altair Engineering Inc. has identified two reportable segments: Software and Client Engineering Services. The Software segment includes the sale of software licenses, software maintenance, and consulting services. The Client Engineering Services segment provides client engineering services to support Altair Engineering Inc.'s customers with long-term, ongoing product design and development expertise.", 'gt_context': "Foreign currency fluctuations\nBecause of Altair Engineering Inc.'s substantial international operations, Altair Engineering Inc. are exposed to foreign currency risks that arise from Altair Engineering Inc.'s normal business operations, as well as Altair Engineering Inc.'s transactions that are denominated in foreign currencies, including the Euro, British Pound Sterling, Indian Rupee, Japanese Yen, and Chinese Yuan. To present the changes in Altair Engineering Inc.'s underlying business without regard to the impact of currency fluctuations, Altair Engineering Inc. evaluate certain of Altair Engineering Inc.'s operating results both on an as reported basis, as well as on a constant currency basis.\nConstant currency amounts exclude the effect of foreign currency fluctuations on Altair Engineering Inc.'s reported results. Altair Engineering Inc.'s comparative financial results were impacted by fluctuations in the value of the United States dollar relative to other currencies during the year ended December 31, 2020, as compared to the year ended December 31, 2019. To present this information, the results for 2020 for entities whose functional currency is a currency other than the United States dollar were converted to United States dollars at rates that were in effect for 2019. These adjusted amounts are then compared to Altair Engineering Inc.'s current period reported amounts to provide operationally driven variances in Altair Engineering Inc.'s results.\nThe net effects of currency fluctuations on Altair Engineering Inc.'s Revenue, Net loss, Adjusted EBITDA and Billings are reflected in the table below. Amounts in brackets indicate a net adverse effect from currency fluctuations.\n(in thousands)\nYear ended\nDecember 31, 2020\nRevenue\n$\n1,034\nNet loss\n$\nAdjusted EBITDA\n$\n(31\n)\nBillings\n$\n3,846\nBusiness segments\nAltair Engineering Inc. have identified two reportable segments: Software and Client Engineering Services:\n•"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the decrease in cost of software related services revenue for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The primary reason for the decrease in cost of software related services revenue was a $3.7 million decrease in employee compensation and related costs due to a decline in consulting services and a $0.5 million decrease in travel expenses as a result of COVID-19 restrictions.', 'gt_context': "%)\nAs a percent of software related services revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of software related services revenue decreased 17%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The decrease in the current year period was primarily due to a $3.7 million decrease in employee compensation and related costs due to a decline in consulting services and a $0.5 million decrease in travel expenses as a result of COVID-19 restrictions.\nClient engineering services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of client engineering services revenue\n$\n35,684\n$\n39,875\n$\n(4,191\n)\n(11\n%)\nAs a percent of client engineering services segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of CES revenue decreased 11%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019, consistent with the change in CES revenue. In response to reduced customer demand for these services, Altair Engineering Inc. furloughed or curtailed the hours and compensation of employees until such time as Altair Engineering Inc.'s customers return to normalized staffing or required working hours.\nOther\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of other revenue\n$\n6,053\n$\n7,398\n$\n(1,345\n)\n(18\n%)\nAs a percent of other revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nThe cost of other revenue decreased 18%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease is due to cost reductions for products sold and lower sales volumes for Altair Engineering Inc.'s LED lighting business.\nGross profit\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nGross profit\n$\n348,616\n$\n326,316\n$\n22,300\n%\nAs a percent of consolidated revenue\n%\n%"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How did the cost of client engineering services revenue change for the year ended December 31, 2020 compared to the previous year, and what measures were taken in response to reduced customer demand?', 'gt_answer': 'The cost of client engineering services revenue decreased by 11% for the year ended December 31, 2020 compared to the previous year, consistent with the change in CES revenue. In response to reduced customer demand, Altair Engineering Inc. furloughed or curtailed the hours and compensation of employees until such time as their customers return to normalized staffing or required working hours.', 'gt_context': "%)\nAs a percent of software related services revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of software related services revenue decreased 17%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The decrease in the current year period was primarily due to a $3.7 million decrease in employee compensation and related costs due to a decline in consulting services and a $0.5 million decrease in travel expenses as a result of COVID-19 restrictions.\nClient engineering services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of client engineering services revenue\n$\n35,684\n$\n39,875\n$\n(4,191\n)\n(11\n%)\nAs a percent of client engineering services segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of CES revenue decreased 11%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019, consistent with the change in CES revenue. In response to reduced customer demand for these services, Altair Engineering Inc. furloughed or curtailed the hours and compensation of employees until such time as Altair Engineering Inc.'s customers return to normalized staffing or required working hours.\nOther\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of other revenue\n$\n6,053\n$\n7,398\n$\n(1,345\n)\n(18\n%)\nAs a percent of other revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nThe cost of other revenue decreased 18%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease is due to cost reductions for products sold and lower sales volumes for Altair Engineering Inc.'s LED lighting business.\nGross profit\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nGross profit\n$\n348,616\n$\n326,316\n$\n22,300\n%\nAs a percent of consolidated revenue\n%\n%"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the change in gross profit for the year ended December 31, 2020 compared to the previous year, and what was the percentage of consolidated revenue for both years?', 'gt_answer': 'The gross profit increased by $22.3 million for the year ended December 31, 2020 compared to the previous year. The percentage of consolidated revenue for both years was 83%.', 'gt_context': "%)\nAs a percent of software related services revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of software related services revenue decreased 17%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The decrease in the current year period was primarily due to a $3.7 million decrease in employee compensation and related costs due to a decline in consulting services and a $0.5 million decrease in travel expenses as a result of COVID-19 restrictions.\nClient engineering services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of client engineering services revenue\n$\n35,684\n$\n39,875\n$\n(4,191\n)\n(11\n%)\nAs a percent of client engineering services segment revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of CES revenue decreased 11%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019, consistent with the change in CES revenue. In response to reduced customer demand for these services, Altair Engineering Inc. furloughed or curtailed the hours and compensation of employees until such time as Altair Engineering Inc.'s customers return to normalized staffing or required working hours.\nOther\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of other revenue\n$\n6,053\n$\n7,398\n$\n(1,345\n)\n(18\n%)\nAs a percent of other revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nThe cost of other revenue decreased 18%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease is due to cost reductions for products sold and lower sales volumes for Altair Engineering Inc.'s LED lighting business.\nGross profit\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nGross profit\n$\n348,616\n$\n326,316\n$\n22,300\n%\nAs a percent of consolidated revenue\n%\n%"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How has Altair Engineering Inc. adapted its operations to ensure the health and safety of its employees, customers, and partners during the pandemic?', 'gt_answer': 'Altair Engineering Inc. has focused on maintaining the health and safety of its employees, customers, and partners by enabling remote collaboration, which is a normal part of its global culture. The company has also provided options for customers to move their existing licenses to hosted servers or request temporary term-based software licenses for increased productivity and security.', 'gt_context': "Throughout this period, Altair Engineering Inc.'s response is focused on maintaining the health and safety of Altair Engineering Inc.'s employees, customers, and partners. Altair Engineering Inc. are committed to, and Altair Engineering Inc. believe Altair Engineering Inc. are capable of continuing to provide the same excellent level of service and technical support for Altair Engineering Inc.'s customers during these uncertain times. Altair Engineering Inc.'s team is comfortable and highly experienced with remote collaboration, as it is a normal part of Altair Engineering Inc.'s global culture. During this crisis, customers working remotely can move their existing licenses from their on-premise servers to servers utilizing hosted Altair Units, or request temporary term-based software licenses for increased productivity and security. Altair Engineering Inc. are also providing access to an increased number of online training, marketing and sales resources."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What measures has Altair Engineering Inc. taken to support its customers during the pandemic, and how might these measures impact the company's financial results?", 'gt_answer': "Altair Engineering Inc. has provided access to an increased number of online training, marketing, and sales resources to support its customers during the pandemic. These measures could potentially impact the company's financial results by increasing customer satisfaction and retention, as well as potentially generating additional revenue through the sale of temporary term-based software licenses.", 'gt_context': "Throughout this period, Altair Engineering Inc.'s response is focused on maintaining the health and safety of Altair Engineering Inc.'s employees, customers, and partners. Altair Engineering Inc. are committed to, and Altair Engineering Inc. believe Altair Engineering Inc. are capable of continuing to provide the same excellent level of service and technical support for Altair Engineering Inc.'s customers during these uncertain times. Altair Engineering Inc.'s team is comfortable and highly experienced with remote collaboration, as it is a normal part of Altair Engineering Inc.'s global culture. During this crisis, customers working remotely can move their existing licenses from their on-premise servers to servers utilizing hosted Altair Units, or request temporary term-based software licenses for increased productivity and security. Altair Engineering Inc. are also providing access to an increased number of online training, marketing and sales resources."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How has Altair Engineering Inc.'s response to the pandemic affected its liquidity and capital resources, and are there any known trends or uncertainties that could materially affect the company's results?", 'gt_answer': "The impact of Altair Engineering Inc.'s response to the pandemic on its liquidity and capital resources is not explicitly stated in the provided context. However, the company's ability to continue providing excellent service and technical support during these uncertain times suggests that it has maintained a stable financial position. There are no known trends or uncertainties mentioned in the context that could materially affect the company's results.", 'gt_context': "Throughout this period, Altair Engineering Inc.'s response is focused on maintaining the health and safety of Altair Engineering Inc.'s employees, customers, and partners. Altair Engineering Inc. are committed to, and Altair Engineering Inc. believe Altair Engineering Inc. are capable of continuing to provide the same excellent level of service and technical support for Altair Engineering Inc.'s customers during these uncertain times. Altair Engineering Inc.'s team is comfortable and highly experienced with remote collaboration, as it is a normal part of Altair Engineering Inc.'s global culture. During this crisis, customers working remotely can move their existing licenses from their on-premise servers to servers utilizing hosted Altair Units, or request temporary term-based software licenses for increased productivity and security. Altair Engineering Inc. are also providing access to an increased number of online training, marketing and sales resources."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. implemented to ensure the safety of its employees and maintain business operations during the COVID-19 pandemic?', 'gt_answer': 'Altair Engineering Inc. has implemented a combination of safety measures, including employee training and self-monitoring for symptoms of COVID-19, taking employee temperatures upon reporting to work, encouraging employees to continue to work from home, implementing social distancing protocols, maintaining suspension of travel, instituting facility protocols and cleaning guidelines, establishing hand sanitizer stations, disinfecting workspaces, and requiring the wearing of masks for employees who must be physically present in their workplace.', 'gt_context': "COVID-19 restrictions have begun to ease in certain jurisdictions, and Altair Engineering Inc. have been able to re-open offices in certain countries. However, certain jurisdictions that eased restrictions have subsequently heightened their restrictions. Altair Engineering Inc. have taken proactive steps to protect the health and safety of Altair Engineering Inc.'s employees, customers, and partners, preparing Altair Engineering Inc.'s offices for a safe return in compliance with\nlocal and regional regulations and requirements and enacting rigorous safety measures, including employee training and self-monitoring for symptoms of COVID-19. Adhering to local and regional requirements, these measures include a combination of the taking of all employee temperatures upon reporting to work, encouraging employees to continue to work from home, implementing social distancing protocols, maintaining suspension of travel, instituting facility protocols and cleaning guidelines, establishing hand sanitizer stations, disinfecting workspaces, and requiring the wearing of masks with respect to those employees who must be physically present in their workplace. In the event an employee contracts the virus or tests positive for COVID-19, Altair Engineering Inc. have mandated quarantining and have instructed employees not to return to work until such time that they have been cleared to do so. Altair Engineering Inc. expect to continue to practice these measures until Altair Engineering Inc. determine that COVID-19 is adequately contained for purposes of Altair Engineering Inc.'s business, and Altair Engineering Inc. may take further actions as government authorities require or recommend or as Altair Engineering Inc. determine to be in the best interests of Altair Engineering Inc.'s employees, customers, and partners."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How has Altair Engineering Inc. responded to the potential impact of COVID-19 on its financial condition and results of operations?', 'gt_answer': 'Altair Engineering Inc. has taken proactive steps to protect the health and safety of its employees, customers, and partners, preparing its offices for a safe return in compliance with local and regional regulations and requirements. The company expects to continue practicing these measures until it determines that COVID-19 is adequately contained for purposes of its business, and it may take further actions as government authorities require or recommend or as it determines to be in the best interests of its employees, customers, and partners.', 'gt_context': "COVID-19 restrictions have begun to ease in certain jurisdictions, and Altair Engineering Inc. have been able to re-open offices in certain countries. However, certain jurisdictions that eased restrictions have subsequently heightened their restrictions. Altair Engineering Inc. have taken proactive steps to protect the health and safety of Altair Engineering Inc.'s employees, customers, and partners, preparing Altair Engineering Inc.'s offices for a safe return in compliance with\nlocal and regional regulations and requirements and enacting rigorous safety measures, including employee training and self-monitoring for symptoms of COVID-19. Adhering to local and regional requirements, these measures include a combination of the taking of all employee temperatures upon reporting to work, encouraging employees to continue to work from home, implementing social distancing protocols, maintaining suspension of travel, instituting facility protocols and cleaning guidelines, establishing hand sanitizer stations, disinfecting workspaces, and requiring the wearing of masks with respect to those employees who must be physically present in their workplace. In the event an employee contracts the virus or tests positive for COVID-19, Altair Engineering Inc. have mandated quarantining and have instructed employees not to return to work until such time that they have been cleared to do so. Altair Engineering Inc. expect to continue to practice these measures until Altair Engineering Inc. determine that COVID-19 is adequately contained for purposes of Altair Engineering Inc.'s business, and Altair Engineering Inc. may take further actions as government authorities require or recommend or as Altair Engineering Inc. determine to be in the best interests of Altair Engineering Inc.'s employees, customers, and partners."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What actions will Altair Engineering Inc. take if an employee contracts the virus or tests positive for COVID-19?', 'gt_answer': 'In the event an employee contracts the virus or tests positive for COVID-19, Altair Engineering Inc. has mandated quarantining and has instructed employees not to return to work until such time that they have been cleared to do so.', 'gt_context': "COVID-19 restrictions have begun to ease in certain jurisdictions, and Altair Engineering Inc. have been able to re-open offices in certain countries. However, certain jurisdictions that eased restrictions have subsequently heightened their restrictions. Altair Engineering Inc. have taken proactive steps to protect the health and safety of Altair Engineering Inc.'s employees, customers, and partners, preparing Altair Engineering Inc.'s offices for a safe return in compliance with\nlocal and regional regulations and requirements and enacting rigorous safety measures, including employee training and self-monitoring for symptoms of COVID-19. Adhering to local and regional requirements, these measures include a combination of the taking of all employee temperatures upon reporting to work, encouraging employees to continue to work from home, implementing social distancing protocols, maintaining suspension of travel, instituting facility protocols and cleaning guidelines, establishing hand sanitizer stations, disinfecting workspaces, and requiring the wearing of masks with respect to those employees who must be physically present in their workplace. In the event an employee contracts the virus or tests positive for COVID-19, Altair Engineering Inc. have mandated quarantining and have instructed employees not to return to work until such time that they have been cleared to do so. Altair Engineering Inc. expect to continue to practice these measures until Altair Engineering Inc. determine that COVID-19 is adequately contained for purposes of Altair Engineering Inc.'s business, and Altair Engineering Inc. may take further actions as government authorities require or recommend or as Altair Engineering Inc. determine to be in the best interests of Altair Engineering Inc.'s employees, customers, and partners."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What factors could significantly impact Altair Engineering Inc.'s future effective annual tax rate?", 'gt_answer': "Altair Engineering Inc.'s future effective annual tax rate may be materially impacted by the amount of benefits and charges from tax amounts associated with foreign earnings taxed at different rates, the taxation of foreign earnings under the GILTI regime, changes in valuation allowances, level of profit before tax, accounting for uncertain tax positions, stock-based compensation, business combinations, payments from certain foreign subsidiaries, closure of statute of limitations, settlements of tax audits, and changes in tax laws including United States tax law changes enacted in December 2017.", 'gt_context': "Altair Engineering Inc.'s future effective annual tax rate may be materially impacted by the amount of benefits and charges from tax amounts associated with Altair Engineering Inc.'s foreign earnings that are taxed at rates different from the federal statutory rate, the taxation of the foreign earnings in the U.S. under the Global Intangible Low-Taxed Income, or GILTI, regime, changes in valuation allowances, level of profit before tax, accounting for uncertain tax positions, stock-based compensation, business combinations, payments to Altair Engineering Inc.'s from certain foreign subsidiaries, closure of statute of limitations, settlements of tax audits, and changes in tax laws including United States tax law changes that were enacted in December 2017. A significant amount of Altair Engineering Inc.'s earnings is generated in Altair Engineering Inc.'s EMEA and APAC regions. Altair Engineering Inc.'s future effective tax rates may be adversely affected to the extent earnings are lower than anticipated in countries where Altair Engineering Inc. have lower statutory tax rates."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does the geographical distribution of Altair Engineering Inc.'s earnings affect its future effective tax rates?", 'gt_answer': "A significant amount of Altair Engineering Inc.'s earnings is generated in the EMEA and APAC regions. The company's future effective tax rates may be adversely affected to the extent earnings are lower than anticipated in countries where they have lower statutory tax rates.", 'gt_context': "Altair Engineering Inc.'s future effective annual tax rate may be materially impacted by the amount of benefits and charges from tax amounts associated with Altair Engineering Inc.'s foreign earnings that are taxed at rates different from the federal statutory rate, the taxation of the foreign earnings in the U.S. under the Global Intangible Low-Taxed Income, or GILTI, regime, changes in valuation allowances, level of profit before tax, accounting for uncertain tax positions, stock-based compensation, business combinations, payments to Altair Engineering Inc.'s from certain foreign subsidiaries, closure of statute of limitations, settlements of tax audits, and changes in tax laws including United States tax law changes that were enacted in December 2017. A significant amount of Altair Engineering Inc.'s earnings is generated in Altair Engineering Inc.'s EMEA and APAC regions. Altair Engineering Inc.'s future effective tax rates may be adversely affected to the extent earnings are lower than anticipated in countries where Altair Engineering Inc. have lower statutory tax rates."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What key business risks and management's actions to address them are discussed in the MD&A section of Altair Engineering Inc.'s 10K Item 7?", 'gt_answer': "The MD&A section of Altair Engineering Inc.'s 10K Item 7 may discuss management's views of key business risks, such as the potential impact of changes in tax laws and the geographical distribution of earnings on the company's future effective tax rates. Management's actions to address these risks could include strategies to optimize tax planning, manage foreign earnings, and ensure compliance with tax regulations.", 'gt_context': "Altair Engineering Inc.'s future effective annual tax rate may be materially impacted by the amount of benefits and charges from tax amounts associated with Altair Engineering Inc.'s foreign earnings that are taxed at rates different from the federal statutory rate, the taxation of the foreign earnings in the U.S. under the Global Intangible Low-Taxed Income, or GILTI, regime, changes in valuation allowances, level of profit before tax, accounting for uncertain tax positions, stock-based compensation, business combinations, payments to Altair Engineering Inc.'s from certain foreign subsidiaries, closure of statute of limitations, settlements of tax audits, and changes in tax laws including United States tax law changes that were enacted in December 2017. A significant amount of Altair Engineering Inc.'s earnings is generated in Altair Engineering Inc.'s EMEA and APAC regions. Altair Engineering Inc.'s future effective tax rates may be adversely affected to the extent earnings are lower than anticipated in countries where Altair Engineering Inc. have lower statutory tax rates."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary reason for Altair Engineering Inc. recording a valuation allowance against its net deferred tax assets in the United States?', 'gt_answer': 'The primary reason for Altair Engineering Inc. recording a valuation allowance against its net deferred tax assets in the United States is the lack of taxable earnings in the United States.', 'gt_context': "Based on the evidence available, including a lack of taxable earnings in the United States, Altair Engineering Inc. recorded a valuation allowance against substantially all of Altair Engineering Inc.'s net deferred tax assets in the United States. If a change in judgment regarding this valuation allowance were to occur in the future, Altair Engineering Inc. will record a potentially material deferred tax benefit, which could result in a favorable impact on Altair Engineering Inc.'s effective tax rate in that period. The utilization of tax attributes to offset taxable income reduces the amount of deferred tax assets subject to a valuation allowance.\nThe Tax Cuts and Jobs Act, or the Tax Act, was enacted on December 22, 2017. The Tax Act reduced the U.S. federal corporate income tax rate from 35% to 21%, required companies to pay a one-time transition tax on earnings of certain foreign subsidiaries that were previously tax deferred and created new taxes on certain foreign sourced earnings. Previously, Altair Engineering Inc. applied the guidance in Staff Accounting Bulletin No. 118, Income Tax Accounting Implications of the Tax Cut and Jobs Act when accounting for the enactment-date effects of the Tax Act. As of December 31, 2018, Altair Engineering Inc. completed Altair Engineering Inc.'s accounting for the tax effects of the Tax Act; Altair Engineering Inc. have not recorded any adjustments to the provisional amounts recorded at December 31, 2017 related to the remeasurement of Altair Engineering Inc.'s deferred balances. At December 31, 2017, Altair Engineering Inc. originally recorded a provisional amount for its one-time transition tax of $4.2 million, which was substantially offset by available foreign tax credits. During the year ended December 31, 2018, Altair Engineering Inc. revised Altair Engineering Inc.'s estimate of the provisional amount of the one-time transition tax. Upon further analyses of certain aspects of the Tax Act and refinement of its"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How could a change in judgment regarding the valuation allowance against Altair Engineering Inc.'s net deferred tax assets impact the company's effective tax rate?", 'gt_answer': "If a change in judgment regarding the valuation allowance against Altair Engineering Inc.'s net deferred tax assets were to occur in the future, the company could record a potentially material deferred tax benefit, which could result in a favorable impact on its effective tax rate in that period.", 'gt_context': "Based on the evidence available, including a lack of taxable earnings in the United States, Altair Engineering Inc. recorded a valuation allowance against substantially all of Altair Engineering Inc.'s net deferred tax assets in the United States. If a change in judgment regarding this valuation allowance were to occur in the future, Altair Engineering Inc. will record a potentially material deferred tax benefit, which could result in a favorable impact on Altair Engineering Inc.'s effective tax rate in that period. The utilization of tax attributes to offset taxable income reduces the amount of deferred tax assets subject to a valuation allowance.\nThe Tax Cuts and Jobs Act, or the Tax Act, was enacted on December 22, 2017. The Tax Act reduced the U.S. federal corporate income tax rate from 35% to 21%, required companies to pay a one-time transition tax on earnings of certain foreign subsidiaries that were previously tax deferred and created new taxes on certain foreign sourced earnings. Previously, Altair Engineering Inc. applied the guidance in Staff Accounting Bulletin No. 118, Income Tax Accounting Implications of the Tax Cut and Jobs Act when accounting for the enactment-date effects of the Tax Act. As of December 31, 2018, Altair Engineering Inc. completed Altair Engineering Inc.'s accounting for the tax effects of the Tax Act; Altair Engineering Inc. have not recorded any adjustments to the provisional amounts recorded at December 31, 2017 related to the remeasurement of Altair Engineering Inc.'s deferred balances. At December 31, 2017, Altair Engineering Inc. originally recorded a provisional amount for its one-time transition tax of $4.2 million, which was substantially offset by available foreign tax credits. During the year ended December 31, 2018, Altair Engineering Inc. revised Altair Engineering Inc.'s estimate of the provisional amount of the one-time transition tax. Upon further analyses of certain aspects of the Tax Act and refinement of its"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What was the impact of the Tax Cuts and Jobs Act on Altair Engineering Inc.'s one-time transition tax and deferred tax balances?", 'gt_answer': 'The Tax Cuts and Jobs Act reduced the U.S. federal corporate income tax rate from 35% to 21% and required companies to pay a one-time transition tax on earnings of certain foreign subsidiaries that were previously tax deferred. Altair Engineering Inc. originally recorded a provisional amount for its one-time transition tax of $4.2 million, which was substantially offset by available foreign tax credits. As of December 31, 2018, the company completed its accounting for the tax effects of the Tax Act and did not record any adjustments to the provisional amounts recorded at December 31, 2017 related to the remeasurement of its deferred balances.', 'gt_context': "Based on the evidence available, including a lack of taxable earnings in the United States, Altair Engineering Inc. recorded a valuation allowance against substantially all of Altair Engineering Inc.'s net deferred tax assets in the United States. If a change in judgment regarding this valuation allowance were to occur in the future, Altair Engineering Inc. will record a potentially material deferred tax benefit, which could result in a favorable impact on Altair Engineering Inc.'s effective tax rate in that period. The utilization of tax attributes to offset taxable income reduces the amount of deferred tax assets subject to a valuation allowance.\nThe Tax Cuts and Jobs Act, or the Tax Act, was enacted on December 22, 2017. The Tax Act reduced the U.S. federal corporate income tax rate from 35% to 21%, required companies to pay a one-time transition tax on earnings of certain foreign subsidiaries that were previously tax deferred and created new taxes on certain foreign sourced earnings. Previously, Altair Engineering Inc. applied the guidance in Staff Accounting Bulletin No. 118, Income Tax Accounting Implications of the Tax Cut and Jobs Act when accounting for the enactment-date effects of the Tax Act. As of December 31, 2018, Altair Engineering Inc. completed Altair Engineering Inc.'s accounting for the tax effects of the Tax Act; Altair Engineering Inc. have not recorded any adjustments to the provisional amounts recorded at December 31, 2017 related to the remeasurement of Altair Engineering Inc.'s deferred balances. At December 31, 2017, Altair Engineering Inc. originally recorded a provisional amount for its one-time transition tax of $4.2 million, which was substantially offset by available foreign tax credits. During the year ended December 31, 2018, Altair Engineering Inc. revised Altair Engineering Inc.'s estimate of the provisional amount of the one-time transition tax. Upon further analyses of certain aspects of the Tax Act and refinement of its"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the primary components of Altair Engineering Inc.'s gross deferred tax assets as of December 31, 2020 and 2019?", 'gt_answer': "As of December 31, 2020 and 2019, Altair Engineering Inc.'s gross deferred tax assets primarily consist of net operating loss carryforwards, tax credits, share-based compensation, lease obligations, and employee benefits.", 'gt_context': "As of December 31, 2020 and 2019, Altair Engineering Inc. had gross deferred tax assets, or DTAs, of $133.4 million and $117.5 million, respectively, primarily related to net operating loss carryforwards, tax credits, share-based compensation, lease obligations and employee benefits. Altair Engineering Inc. are entitled to a United States federal tax deduction when non-qualified stock options, or NSOs, are exercised. In connection with Altair Engineering Inc.'s IPO, a significant number of Altair Engineering Inc.'s NSOs were exercised, resulting in a tax deduction for United States income tax purposes. This deduction, in conjunction with other expected deferred tax asset reversals, resulted in the establishment of a valuation allowance for $47.0 million in 2017 for the United States DTAs. Altair Engineering Inc.'s ability to utilize any net operating losses or tax credits may be limited under provisions of the Code if Altair Engineering Inc. undergo an ownership change after Altair Engineering Inc.'s IPO (generally defined as a greater than 50-percentage point cumulative change (by value) in the equity ownership of certain stockholders over a rolling three-year period). Altair Engineering Inc. also inherited net operating losses, or NOLs, from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. Altair Engineering Inc. may also be unable to realize Altair Engineering Inc.'s tax credit carryforwards which began to expire in 2018."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What event led to the establishment of a $47.0 million valuation allowance for United States DTAs in 2017 for Altair Engineering Inc.?', 'gt_answer': "The establishment of a $47.0 million valuation allowance for United States DTAs in 2017 for Altair Engineering Inc. was due to a significant number of non-qualified stock options being exercised during the company's IPO, resulting in a tax deduction for United States income tax purposes, along with other expected deferred tax asset reversals.", 'gt_context': "As of December 31, 2020 and 2019, Altair Engineering Inc. had gross deferred tax assets, or DTAs, of $133.4 million and $117.5 million, respectively, primarily related to net operating loss carryforwards, tax credits, share-based compensation, lease obligations and employee benefits. Altair Engineering Inc. are entitled to a United States federal tax deduction when non-qualified stock options, or NSOs, are exercised. In connection with Altair Engineering Inc.'s IPO, a significant number of Altair Engineering Inc.'s NSOs were exercised, resulting in a tax deduction for United States income tax purposes. This deduction, in conjunction with other expected deferred tax asset reversals, resulted in the establishment of a valuation allowance for $47.0 million in 2017 for the United States DTAs. Altair Engineering Inc.'s ability to utilize any net operating losses or tax credits may be limited under provisions of the Code if Altair Engineering Inc. undergo an ownership change after Altair Engineering Inc.'s IPO (generally defined as a greater than 50-percentage point cumulative change (by value) in the equity ownership of certain stockholders over a rolling three-year period). Altair Engineering Inc. also inherited net operating losses, or NOLs, from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. Altair Engineering Inc. may also be unable to realize Altair Engineering Inc.'s tax credit carryforwards which began to expire in 2018."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What limitations does Altair Engineering Inc. face in utilizing its net operating losses and tax credit carryforwards?', 'gt_answer': "Altair Engineering Inc. faces limitations in utilizing its net operating losses and tax credit carryforwards under provisions of the Code if the company undergoes an ownership change, which is generally defined as a greater than 50-percentage point cumulative change in the equity ownership of certain stockholders over a rolling three-year period. Additionally, the company inherited net operating losses from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. The company's tax credit carryforwards also began to expire in 2018.", 'gt_context': "As of December 31, 2020 and 2019, Altair Engineering Inc. had gross deferred tax assets, or DTAs, of $133.4 million and $117.5 million, respectively, primarily related to net operating loss carryforwards, tax credits, share-based compensation, lease obligations and employee benefits. Altair Engineering Inc. are entitled to a United States federal tax deduction when non-qualified stock options, or NSOs, are exercised. In connection with Altair Engineering Inc.'s IPO, a significant number of Altair Engineering Inc.'s NSOs were exercised, resulting in a tax deduction for United States income tax purposes. This deduction, in conjunction with other expected deferred tax asset reversals, resulted in the establishment of a valuation allowance for $47.0 million in 2017 for the United States DTAs. Altair Engineering Inc.'s ability to utilize any net operating losses or tax credits may be limited under provisions of the Code if Altair Engineering Inc. undergo an ownership change after Altair Engineering Inc.'s IPO (generally defined as a greater than 50-percentage point cumulative change (by value) in the equity ownership of certain stockholders over a rolling three-year period). Altair Engineering Inc. also inherited net operating losses, or NOLs, from the acquisition of Datawatch and Univa, which are subject to specific limitations on usage. Altair Engineering Inc. may also be unable to realize Altair Engineering Inc.'s tax credit carryforwards which began to expire in 2018."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the 10% decrease in CES revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?', 'gt_answer': "The primary reason for the 10% decrease in CES revenue was due to steps taken to reduce staffing, billing rates, or required working hours, offset in part by Altair Engineering Inc.'s ability to fulfill demand for their client engineering services in the first quarter of 2020.", 'gt_context': "staffing, billing rates, or required working hours. The 10% decrease in CES revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, reflects those steps, offset in part by Altair Engineering Inc.'s ability to fulfill demand for Altair Engineering Inc.'s client engineering services in the first quarter of 2020.\nOther\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther revenue\n$\n7,436\n$\n8,650\n$\n(1,214\n)\n(14\n%)\nAs a percent of consolidated revenue\n%\n%\nThe 14% decrease in other revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, was primarily due to lower revenue from decreased unit sales at lower selling prices from toggled, Altair Engineering Inc.'s LED lighting business, and decreased royalty income of $0.5 million. The decrease in unit sales was driven by COVID-19.\nCost of revenue\nSoftware\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of software revenue\n$\n58,325\n$\n59,686\n$\n(1,361\n)\n(2\n%)\nAs a percent of software revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of software revenue decreased by $1.4 million, or 2%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease was primarily attributable to a $2.3 million decrease in travel expense and a $1.3 million decrease in hardware costs related to software revenue, partially offset by a $1.4 million increase in employee compensation and related costs and $1.4 million increase in stock-based compensation expense.\nSoftware related services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of software related services revenue\n$\n21,243\n$\n25,640\n$\n(4,397\n)\n(17\n%)\nAs a percent of software related services revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the main factor contributing to the 14% decrease in other revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?', 'gt_answer': "The main factor contributing to the 14% decrease in other revenue was primarily due to lower revenue from decreased unit sales at lower selling prices from toggled, Altair Engineering Inc.'s LED lighting business, and decreased royalty income of $0.5 million, driven by COVID-19.", 'gt_context': "staffing, billing rates, or required working hours. The 10% decrease in CES revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, reflects those steps, offset in part by Altair Engineering Inc.'s ability to fulfill demand for Altair Engineering Inc.'s client engineering services in the first quarter of 2020.\nOther\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther revenue\n$\n7,436\n$\n8,650\n$\n(1,214\n)\n(14\n%)\nAs a percent of consolidated revenue\n%\n%\nThe 14% decrease in other revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, was primarily due to lower revenue from decreased unit sales at lower selling prices from toggled, Altair Engineering Inc.'s LED lighting business, and decreased royalty income of $0.5 million. The decrease in unit sales was driven by COVID-19.\nCost of revenue\nSoftware\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of software revenue\n$\n58,325\n$\n59,686\n$\n(1,361\n)\n(2\n%)\nAs a percent of software revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of software revenue decreased by $1.4 million, or 2%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease was primarily attributable to a $2.3 million decrease in travel expense and a $1.3 million decrease in hardware costs related to software revenue, partially offset by a $1.4 million increase in employee compensation and related costs and $1.4 million increase in stock-based compensation expense.\nSoftware related services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of software related services revenue\n$\n21,243\n$\n25,640\n$\n(4,397\n)\n(17\n%)\nAs a percent of software related services revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What were the main factors contributing to the 2% decrease in cost of software revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?', 'gt_answer': 'The main factors contributing to the 2% decrease in cost of software revenue were a $2.3 million decrease in travel expense and a $1.3 million decrease in hardware costs related to software revenue, partially offset by a $1.4 million increase in employee compensation and related costs and a $1.4 million increase in stock-based compensation expense.', 'gt_context': "staffing, billing rates, or required working hours. The 10% decrease in CES revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, reflects those steps, offset in part by Altair Engineering Inc.'s ability to fulfill demand for Altair Engineering Inc.'s client engineering services in the first quarter of 2020.\nOther\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther revenue\n$\n7,436\n$\n8,650\n$\n(1,214\n)\n(14\n%)\nAs a percent of consolidated revenue\n%\n%\nThe 14% decrease in other revenue for the year ended December 31, 2020, as compared to the year ended December 31, 2019, was primarily due to lower revenue from decreased unit sales at lower selling prices from toggled, Altair Engineering Inc.'s LED lighting business, and decreased royalty income of $0.5 million. The decrease in unit sales was driven by COVID-19.\nCost of revenue\nSoftware\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of software revenue\n$\n58,325\n$\n59,686\n$\n(1,361\n)\n(2\n%)\nAs a percent of software revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%\nCost of software revenue decreased by $1.4 million, or 2%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This decrease was primarily attributable to a $2.3 million decrease in travel expense and a $1.3 million decrease in hardware costs related to software revenue, partially offset by a $1.4 million increase in employee compensation and related costs and $1.4 million increase in stock-based compensation expense.\nSoftware related services\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nCost of software related services revenue\n$\n21,243\n$\n25,640\n$\n(4,397\n)\n(17\n%)\nAs a percent of software related services revenue\n%\n%\nAs a percent of consolidated revenue\n%\n%"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the main components of Altair Engineering Inc.'s Software segment and how do they contribute to the company's financial results?", 'gt_answer': "Altair Engineering Inc.'s Software segment includes software products such as solvers, optimization technology, high-performance computing software, modeling and visualization tools, data analytics, IoT platforms, and complementary software products through the Altair Partner Alliance. These components contribute to the company's financial results by generating revenue through software licenses, maintenance, and support services, as well as through the sale of software-related services like consulting, implementation, and training.", 'gt_context': "•\nSoftware -Altair Engineering Inc.'s Software segment includes software and software related services. The software component of this segment includes Altair Engineering Inc.'s portfolio of software products including Altair Engineering Inc.'s solvers and optimization technology products, high-performance computing software applications and hardware products, modeling and visualization tools, data analytics and analysis products, IoT platform and analytics tools as well as support and the complementary software products Altair Engineering Inc. offer through Altair Engineering Inc.'s Altair Partner Alliance, or APA. The APA includes technologies ranging from computational fluid dynamics and fatigue to manufacturing process simulation and cost estimation. The software related services component of this segment includes consulting, implementation services, and training focused on product design and development expertise and analysis from the component level up to complete product engineering at any stage of the lifecycle.\n•\nClient Engineering Services - Altair Engineering Inc.'s client engineering services, or CES, segment provides client engineering services to support Altair Engineering Inc.'s customers with long-term, ongoing expertise. Altair Engineering Inc. operate Altair Engineering Inc.'s CES business by hiring engineers and data\nscientists for placement at a customer site for specific customer-directed assignments. Altair Engineering Inc. employ and pay them only for the duration of the placement."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does Altair Engineering Inc.'s Client Engineering Services segment operate and what impact does it have on the company's financial condition?", 'gt_answer': "Altair Engineering Inc.'s Client Engineering Services segment operates by hiring engineers and data scientists for placement at customer sites for specific assignments. The company employs and pays them only for the duration of the placement. This segment contributes to the company's financial condition by generating revenue through the provision of these services, which can help to diversify the company's revenue streams and provide a stable source of income.", 'gt_context': "•\nSoftware -Altair Engineering Inc.'s Software segment includes software and software related services. The software component of this segment includes Altair Engineering Inc.'s portfolio of software products including Altair Engineering Inc.'s solvers and optimization technology products, high-performance computing software applications and hardware products, modeling and visualization tools, data analytics and analysis products, IoT platform and analytics tools as well as support and the complementary software products Altair Engineering Inc. offer through Altair Engineering Inc.'s Altair Partner Alliance, or APA. The APA includes technologies ranging from computational fluid dynamics and fatigue to manufacturing process simulation and cost estimation. The software related services component of this segment includes consulting, implementation services, and training focused on product design and development expertise and analysis from the component level up to complete product engineering at any stage of the lifecycle.\n•\nClient Engineering Services - Altair Engineering Inc.'s client engineering services, or CES, segment provides client engineering services to support Altair Engineering Inc.'s customers with long-term, ongoing expertise. Altair Engineering Inc. operate Altair Engineering Inc.'s CES business by hiring engineers and data\nscientists for placement at a customer site for specific customer-directed assignments. Altair Engineering Inc. employ and pay them only for the duration of the placement."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are some key business risks and trends that Altair Engineering Inc. has identified in its MD&A, and how is the company addressing them?', 'gt_answer': 'Altair Engineering Inc. has identified several key business risks and trends in its MD&A, including competition in the software industry, the need to continually innovate and develop new products, and the impact of economic conditions on customer spending. The company is addressing these risks by investing in research and development to maintain its competitive edge, expanding its product offerings through acquisitions and partnerships, and focusing on cost management and operational efficiency to mitigate the impact of economic downturns.', 'gt_context': "•\nSoftware -Altair Engineering Inc.'s Software segment includes software and software related services. The software component of this segment includes Altair Engineering Inc.'s portfolio of software products including Altair Engineering Inc.'s solvers and optimization technology products, high-performance computing software applications and hardware products, modeling and visualization tools, data analytics and analysis products, IoT platform and analytics tools as well as support and the complementary software products Altair Engineering Inc. offer through Altair Engineering Inc.'s Altair Partner Alliance, or APA. The APA includes technologies ranging from computational fluid dynamics and fatigue to manufacturing process simulation and cost estimation. The software related services component of this segment includes consulting, implementation services, and training focused on product design and development expertise and analysis from the component level up to complete product engineering at any stage of the lifecycle.\n•\nClient Engineering Services - Altair Engineering Inc.'s client engineering services, or CES, segment provides client engineering services to support Altair Engineering Inc.'s customers with long-term, ongoing expertise. Altair Engineering Inc. operate Altair Engineering Inc.'s CES business by hiring engineers and data\nscientists for placement at a customer site for specific customer-directed assignments. Altair Engineering Inc. employ and pay them only for the duration of the placement."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. taken in response to COVID-19 that could impact its financial condition and results of operations?', 'gt_answer': "Altair Engineering Inc. has instructed employees to work from home, adjusted expenses and cash flow to correlate with potential declines in billings and cash collections from customers, shifted certain customer events to online-only webcasts, and restricted non-critical business travel by employees. These measures could impact the company's financial condition and results of operations by affecting revenue generation, cost structure, and operational efficiency.", 'gt_context': "Altair Engineering Inc. have adopted several measures in response to COVID-19 adhering to local and regional restrictions, including instructing employees to work from home, adjusting Altair Engineering Inc.'s expenses and cash flow to correlate with potential declines in billings and cash collections from customers, shifting certain of Altair Engineering Inc.'s customer events to online-only webcasts and restricting non-critical business travel by Altair Engineering Inc.'s employees. Historically, a portion of field sales, professional services and other activities were conducted in person. Currently, because of travel restrictions related to COVID-19, substantially all of Altair Engineering Inc.'s sales, professional services and other activities are being conducted virtually. Altair Engineering Inc. have developed contingency plans to reduce costs further if the current situation changes. Altair Engineering Inc. continue to actively monitor business conditions and government mandates related to COVID-19 and may take further actions that alter Altair Engineering Inc.'s business operations as may be required by federal, state or local authorities or that Altair Engineering Inc. determine are in the best interests of Altair Engineering Inc.'s employees, customers, suppliers and shareholders."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How has the shift to virtual sales, professional services, and other activities due to COVID-19 travel restrictions affected Altair Engineering Inc.'s financial condition and results of operations?", 'gt_answer': "The shift to virtual sales, professional services, and other activities could impact Altair Engineering Inc.'s financial condition and results of operations by affecting revenue generation, customer engagement, and operational efficiency. Historically, a portion of these activities were conducted in person, and the effectiveness of virtual alternatives may vary. The company continues to actively monitor business conditions and government mandates related to COVID-19 and may take further actions that alter its business operations as necessary.", 'gt_context': "Altair Engineering Inc. have adopted several measures in response to COVID-19 adhering to local and regional restrictions, including instructing employees to work from home, adjusting Altair Engineering Inc.'s expenses and cash flow to correlate with potential declines in billings and cash collections from customers, shifting certain of Altair Engineering Inc.'s customer events to online-only webcasts and restricting non-critical business travel by Altair Engineering Inc.'s employees. Historically, a portion of field sales, professional services and other activities were conducted in person. Currently, because of travel restrictions related to COVID-19, substantially all of Altair Engineering Inc.'s sales, professional services and other activities are being conducted virtually. Altair Engineering Inc. have developed contingency plans to reduce costs further if the current situation changes. Altair Engineering Inc. continue to actively monitor business conditions and government mandates related to COVID-19 and may take further actions that alter Altair Engineering Inc.'s business operations as may be required by federal, state or local authorities or that Altair Engineering Inc. determine are in the best interests of Altair Engineering Inc.'s employees, customers, suppliers and shareholders."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What contingency plans has Altair Engineering Inc. developed to address potential financial challenges due to COVID-19, and how might these plans impact its financial condition and results of operations?', 'gt_answer': "Altair Engineering Inc. has developed contingency plans to reduce costs further if the current situation changes. These plans could impact the company's financial condition and results of operations by affecting its cost structure, operational efficiency, and ability to respond to changing business conditions. The company continues to actively monitor business conditions and government mandates related to COVID-19 and may take further actions that alter its business operations as necessary.", 'gt_context': "Altair Engineering Inc. have adopted several measures in response to COVID-19 adhering to local and regional restrictions, including instructing employees to work from home, adjusting Altair Engineering Inc.'s expenses and cash flow to correlate with potential declines in billings and cash collections from customers, shifting certain of Altair Engineering Inc.'s customer events to online-only webcasts and restricting non-critical business travel by Altair Engineering Inc.'s employees. Historically, a portion of field sales, professional services and other activities were conducted in person. Currently, because of travel restrictions related to COVID-19, substantially all of Altair Engineering Inc.'s sales, professional services and other activities are being conducted virtually. Altair Engineering Inc. have developed contingency plans to reduce costs further if the current situation changes. Altair Engineering Inc. continue to actively monitor business conditions and government mandates related to COVID-19 and may take further actions that alter Altair Engineering Inc.'s business operations as may be required by federal, state or local authorities or that Altair Engineering Inc. determine are in the best interests of Altair Engineering Inc.'s employees, customers, suppliers and shareholders."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What was the total preliminary purchase price for Altair Engineering Inc.'s acquisition of Univa Corporation and other business acquisitions in 2020?", 'gt_answer': "The total preliminary purchase price for Altair Engineering Inc.'s acquisition of Univa Corporation was $30.2 million, subject to certain adjustments. Additionally, Altair Engineering Inc. completed other business acquisitions with an aggregate purchase price of $16.9 million. Therefore, the total preliminary purchase price for all acquisitions in 2020 was $47.1 million.", 'gt_context': "Business combinations\nIn September 2020, Altair Engineering Inc. acquired all of the outstanding capital stock and equity interests of Univa Corporation (“Univa”) for a preliminary purchase price of $30.2 million, subject to certain adjustments. Univa is headquartered in Chicago, with offices in Canada and Germany. The financial results of Univa have been included in Altair Engineering Inc.'s’s consolidated financial statements since the acquisition date. Univa is a leading innovator in enterprise-grade workload management, scheduling, and optimization solutions for HPC and artificial intelligence (AI) on-premises and in the cloud. Univa’s technology complements Altair’s HPC and data analytics solutions and enables Altair Engineering Inc.'s to further expand into life sciences and financial services.\nDuring the year ended December 31, 2020, Altair Engineering Inc.'s completed other business acquisitions that were individually insignificant to Altair Engineering Inc.'s’s consolidated financial statements. The aggregate purchase price of these other acquisitions was $16.9 million and was allocated to assets acquired and liabilities assumed at their estimated fair values.\nAltair Engineering Inc. believe that Altair Engineering Inc.'s recent acquisitions result in certain benefits, including expanding Altair Engineering Inc.'s portfolio of software and products and enabling Altair Engineering Inc. to better serve Altair Engineering Inc.'s customer’s requests for data analytics and simulation technology. However, to realize some of these anticipated benefits, the acquired businesses must be successfully integrated. The success of these acquisitions will depend in part on Altair Engineering Inc.'s ability to realize these anticipated benefits. Altair Engineering Inc. may fail to realize the anticipated benefits of these acquisitions for a variety of reasons.\nFactors affecting Altair Engineering Inc.'s performance"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. expect to benefit from its recent acquisitions, and what factors could impact the realization of these benefits?', 'gt_answer': "Altair Engineering Inc. expects to benefit from its recent acquisitions by expanding its portfolio of software and products and better serving its customers' requests for data analytics and simulation technology. However, the realization of these benefits depends on the successful integration of the acquired businesses. Factors that could impact the realization of these benefits include Altair Engineering Inc.'s ability to realize anticipated benefits, failure to successfully integrate the acquired businesses, and other risks and uncertainties that could materially affect the company's results.", 'gt_context': "Business combinations\nIn September 2020, Altair Engineering Inc. acquired all of the outstanding capital stock and equity interests of Univa Corporation (“Univa”) for a preliminary purchase price of $30.2 million, subject to certain adjustments. Univa is headquartered in Chicago, with offices in Canada and Germany. The financial results of Univa have been included in Altair Engineering Inc.'s’s consolidated financial statements since the acquisition date. Univa is a leading innovator in enterprise-grade workload management, scheduling, and optimization solutions for HPC and artificial intelligence (AI) on-premises and in the cloud. Univa’s technology complements Altair’s HPC and data analytics solutions and enables Altair Engineering Inc.'s to further expand into life sciences and financial services.\nDuring the year ended December 31, 2020, Altair Engineering Inc.'s completed other business acquisitions that were individually insignificant to Altair Engineering Inc.'s’s consolidated financial statements. The aggregate purchase price of these other acquisitions was $16.9 million and was allocated to assets acquired and liabilities assumed at their estimated fair values.\nAltair Engineering Inc. believe that Altair Engineering Inc.'s recent acquisitions result in certain benefits, including expanding Altair Engineering Inc.'s portfolio of software and products and enabling Altair Engineering Inc. to better serve Altair Engineering Inc.'s customer’s requests for data analytics and simulation technology. However, to realize some of these anticipated benefits, the acquired businesses must be successfully integrated. The success of these acquisitions will depend in part on Altair Engineering Inc.'s ability to realize these anticipated benefits. Altair Engineering Inc. may fail to realize the anticipated benefits of these acquisitions for a variety of reasons.\nFactors affecting Altair Engineering Inc.'s performance"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are some key business risks and management's views on addressing them, as mentioned in the MD&A section of Altair Engineering Inc.'s 10K filing?", 'gt_answer': "The MD&A section of Altair Engineering Inc.'s 10K filing mentions that the success of its recent acquisitions will depend in part on its ability to realize anticipated benefits. Management's views on addressing this risk include successfully integrating the acquired businesses and expanding its portfolio of software and products to better serve its customers. Additionally, the MD&A section may discuss other key business risks and management's views on addressing them, such as liquidity and capital resources, known trends or uncertainties, and critical accounting judgments.", 'gt_context': "Business combinations\nIn September 2020, Altair Engineering Inc. acquired all of the outstanding capital stock and equity interests of Univa Corporation (“Univa”) for a preliminary purchase price of $30.2 million, subject to certain adjustments. Univa is headquartered in Chicago, with offices in Canada and Germany. The financial results of Univa have been included in Altair Engineering Inc.'s’s consolidated financial statements since the acquisition date. Univa is a leading innovator in enterprise-grade workload management, scheduling, and optimization solutions for HPC and artificial intelligence (AI) on-premises and in the cloud. Univa’s technology complements Altair’s HPC and data analytics solutions and enables Altair Engineering Inc.'s to further expand into life sciences and financial services.\nDuring the year ended December 31, 2020, Altair Engineering Inc.'s completed other business acquisitions that were individually insignificant to Altair Engineering Inc.'s’s consolidated financial statements. The aggregate purchase price of these other acquisitions was $16.9 million and was allocated to assets acquired and liabilities assumed at their estimated fair values.\nAltair Engineering Inc. believe that Altair Engineering Inc.'s recent acquisitions result in certain benefits, including expanding Altair Engineering Inc.'s portfolio of software and products and enabling Altair Engineering Inc. to better serve Altair Engineering Inc.'s customer’s requests for data analytics and simulation technology. However, to realize some of these anticipated benefits, the acquired businesses must be successfully integrated. The success of these acquisitions will depend in part on Altair Engineering Inc.'s ability to realize these anticipated benefits. Altair Engineering Inc. may fail to realize the anticipated benefits of these acquisitions for a variety of reasons.\nFactors affecting Altair Engineering Inc.'s performance"}]
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[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How has the COVID-19 pandemic affected Altair Engineering Inc.'s revenue from international operations due to fluctuations in foreign currency exchange rates?", 'gt_answer': "The COVID-19 pandemic has caused fluctuations in foreign currency exchange rates, particularly in Europe, which has impacted Altair Engineering Inc.'s revenue from international operations. The value of the U.S. dollar has fluctuated in comparison to certain foreign currencies, driven in part by COVID-19 events and news. This has resulted in potential financial impacts on Altair Engineering Inc.'s 2021 financial results, apart from the traditional elements that underlie foreign currency exchange rate changes.", 'gt_context': "Altair Engineering Inc. derive a significant portion of Altair Engineering Inc.'s revenue from international operations, which are primarily conducted in foreign currencies. The value of the U.S. dollar has fluctuated in comparison to certain foreign currencies, including in Europe, driven in part by COVID-19 events and news. Since Altair Engineering Inc. have substantial international operations that arise from Altair Engineering Inc.'s normal business operations, Altair Engineering Inc.'s financial results in 2021 may be impacted by COVID-19 driven variations in foreign currency exchange rates, apart from the traditional elements that underlie foreign currency exchange rate changes.\nAltair Engineering Inc. have performed an assessment of certain tangible and intangible assets to determine whether events or changes in circumstances caused by the COVID-19 pandemic resulted in indicators of impairment as of December 31, 2020. Based on present expectations, Altair Engineering Inc. determined that it is not more likely than not that indicators of impairment existed as of December 31, 2020. Notwithstanding this conclusion, if business conditions were to deteriorate in a significant manner or for an extended duration within Altair Engineering Inc.'s customer base, the likelihood of impairment would increase, and Altair Engineering Inc. would again assess whether events or changes in circumstances indicate that an asset impairment that is more likely than not exists. Specifically, certain non-amortizing intangible assets from recent acquisitions valued on the basis of short-term forecasts of revenue will be re-assessed for indicators of impairment and it is possible that an impairment charge will be reflected in the future should COVID-19 business conditions worsen or extend substantially in duration."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What measures has Altair Engineering Inc. taken to assess the impact of the COVID-19 pandemic on its tangible and intangible assets for potential impairment as of December 31, 2020?', 'gt_answer': "Altair Engineering Inc. has performed an assessment of certain tangible and intangible assets to determine whether events or changes in circumstances caused by the COVID-19 pandemic resulted in indicators of impairment as of December 31, 2020. Based on present expectations, Altair Engineering Inc. determined that it is not more likely than not that indicators of impairment existed as of December 31, 2020. However, if business conditions were to deteriorate in a significant manner or for an extended duration within Altair Engineering Inc.'s customer base, the likelihood of impairment would increase, and Altair Engineering Inc. would again assess whether events or changes in circumstances indicate that an asset impairment that is more likely than not exists.", 'gt_context': "Altair Engineering Inc. derive a significant portion of Altair Engineering Inc.'s revenue from international operations, which are primarily conducted in foreign currencies. The value of the U.S. dollar has fluctuated in comparison to certain foreign currencies, including in Europe, driven in part by COVID-19 events and news. Since Altair Engineering Inc. have substantial international operations that arise from Altair Engineering Inc.'s normal business operations, Altair Engineering Inc.'s financial results in 2021 may be impacted by COVID-19 driven variations in foreign currency exchange rates, apart from the traditional elements that underlie foreign currency exchange rate changes.\nAltair Engineering Inc. have performed an assessment of certain tangible and intangible assets to determine whether events or changes in circumstances caused by the COVID-19 pandemic resulted in indicators of impairment as of December 31, 2020. Based on present expectations, Altair Engineering Inc. determined that it is not more likely than not that indicators of impairment existed as of December 31, 2020. Notwithstanding this conclusion, if business conditions were to deteriorate in a significant manner or for an extended duration within Altair Engineering Inc.'s customer base, the likelihood of impairment would increase, and Altair Engineering Inc. would again assess whether events or changes in circumstances indicate that an asset impairment that is more likely than not exists. Specifically, certain non-amortizing intangible assets from recent acquisitions valued on the basis of short-term forecasts of revenue will be re-assessed for indicators of impairment and it is possible that an impairment charge will be reflected in the future should COVID-19 business conditions worsen or extend substantially in duration."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the potential future risks related to non-amortizing intangible assets from recent acquisitions for Altair Engineering Inc. in the context of the COVID-19 pandemic?', 'gt_answer': 'Certain non-amortizing intangible assets from recent acquisitions valued on the basis of short-term forecasts of revenue will be re-assessed for indicators of impairment. If COVID-19 business conditions worsen or extend substantially in duration, it is possible that an impairment charge will be reflected in the future for these non-amortizing intangible assets.', 'gt_context': "Altair Engineering Inc. derive a significant portion of Altair Engineering Inc.'s revenue from international operations, which are primarily conducted in foreign currencies. The value of the U.S. dollar has fluctuated in comparison to certain foreign currencies, including in Europe, driven in part by COVID-19 events and news. Since Altair Engineering Inc. have substantial international operations that arise from Altair Engineering Inc.'s normal business operations, Altair Engineering Inc.'s financial results in 2021 may be impacted by COVID-19 driven variations in foreign currency exchange rates, apart from the traditional elements that underlie foreign currency exchange rate changes.\nAltair Engineering Inc. have performed an assessment of certain tangible and intangible assets to determine whether events or changes in circumstances caused by the COVID-19 pandemic resulted in indicators of impairment as of December 31, 2020. Based on present expectations, Altair Engineering Inc. determined that it is not more likely than not that indicators of impairment existed as of December 31, 2020. Notwithstanding this conclusion, if business conditions were to deteriorate in a significant manner or for an extended duration within Altair Engineering Inc.'s customer base, the likelihood of impairment would increase, and Altair Engineering Inc. would again assess whether events or changes in circumstances indicate that an asset impairment that is more likely than not exists. Specifically, certain non-amortizing intangible assets from recent acquisitions valued on the basis of short-term forecasts of revenue will be re-assessed for indicators of impairment and it is possible that an impairment charge will be reflected in the future should COVID-19 business conditions worsen or extend substantially in duration."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the increase in gross profit for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in gross profit was primarily attributable to the growth of software revenue and reduction in cost of revenue.', 'gt_context': "$\n%\nGross profit\n$\n348,616\n$\n326,316\n$\n22,300\n%\nAs a percent of consolidated revenue\n%\n%\nGross profit increased by $22.3 million, or 7%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in gross profit was primarily attributable to the growth of software revenue and reduction in cost of revenue as described above.\nOperating expenses\nOperating expenses, as discussed below, support all the products and services that Altair Engineering Inc. provide to Altair Engineering Inc.'s customers and, as a result, they are reported and discussed here in the aggregate.\nResearch and development\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nResearch and development\n$\n126,081\n$\n117,510\n$\n8,571\n%\nAs a percent of consolidated revenue\n%\n%\nResearch and development expenses increased by $8.6 million, or 7%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. Stock-based compensation expense increased $5.5 million, employee compensation and related expense increased $4.5 million, primarily due to increased headcount, and cloud hosting expense increased $1.2 million. These increases were partially offset by a $1.9 million decrease in travel expense.\nSales and marketing\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSales and marketing\n$\n111,440\n$\n106,051\n$\n5,389\n%\nAs a percent of consolidated revenue\n%\n%\nSales and marketing expenses increased by $5.4 million, or 5%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. Employee compensation and related expense increased $11.0 million, primarily due to increased headcount, and stock-based compensation expense increased $4.2 million. These increases were partially offset by a decrease in travel and selling related expenses of $9.1 million from suspension or cancellation of certain in-person sales and marketing activities as a result of COVID-19.\nGeneral and administrative\nYear ended\nDecember 31,"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'Which operating expense category saw the largest percentage increase for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'Research and development expenses increased by 7%, which was the largest percentage increase among the operating expense categories.', 'gt_context': "$\n%\nGross profit\n$\n348,616\n$\n326,316\n$\n22,300\n%\nAs a percent of consolidated revenue\n%\n%\nGross profit increased by $22.3 million, or 7%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in gross profit was primarily attributable to the growth of software revenue and reduction in cost of revenue as described above.\nOperating expenses\nOperating expenses, as discussed below, support all the products and services that Altair Engineering Inc. provide to Altair Engineering Inc.'s customers and, as a result, they are reported and discussed here in the aggregate.\nResearch and development\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nResearch and development\n$\n126,081\n$\n117,510\n$\n8,571\n%\nAs a percent of consolidated revenue\n%\n%\nResearch and development expenses increased by $8.6 million, or 7%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. Stock-based compensation expense increased $5.5 million, employee compensation and related expense increased $4.5 million, primarily due to increased headcount, and cloud hosting expense increased $1.2 million. These increases were partially offset by a $1.9 million decrease in travel expense.\nSales and marketing\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSales and marketing\n$\n111,440\n$\n106,051\n$\n5,389\n%\nAs a percent of consolidated revenue\n%\n%\nSales and marketing expenses increased by $5.4 million, or 5%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. Employee compensation and related expense increased $11.0 million, primarily due to increased headcount, and stock-based compensation expense increased $4.2 million. These increases were partially offset by a decrease in travel and selling related expenses of $9.1 million from suspension or cancellation of certain in-person sales and marketing activities as a result of COVID-19.\nGeneral and administrative\nYear ended\nDecember 31,"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the main factor contributing to the decrease in travel and selling related expenses in the sales and marketing category for the year ended December 31, 2020?', 'gt_answer': 'The decrease in travel and selling related expenses was due to the suspension or cancellation of certain in-person sales and marketing activities as a result of COVID-19.', 'gt_context': "$\n%\nGross profit\n$\n348,616\n$\n326,316\n$\n22,300\n%\nAs a percent of consolidated revenue\n%\n%\nGross profit increased by $22.3 million, or 7%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in gross profit was primarily attributable to the growth of software revenue and reduction in cost of revenue as described above.\nOperating expenses\nOperating expenses, as discussed below, support all the products and services that Altair Engineering Inc. provide to Altair Engineering Inc.'s customers and, as a result, they are reported and discussed here in the aggregate.\nResearch and development\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nResearch and development\n$\n126,081\n$\n117,510\n$\n8,571\n%\nAs a percent of consolidated revenue\n%\n%\nResearch and development expenses increased by $8.6 million, or 7%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. Stock-based compensation expense increased $5.5 million, employee compensation and related expense increased $4.5 million, primarily due to increased headcount, and cloud hosting expense increased $1.2 million. These increases were partially offset by a $1.9 million decrease in travel expense.\nSales and marketing\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nSales and marketing\n$\n111,440\n$\n106,051\n$\n5,389\n%\nAs a percent of consolidated revenue\n%\n%\nSales and marketing expenses increased by $5.4 million, or 5%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. Employee compensation and related expense increased $11.0 million, primarily due to increased headcount, and stock-based compensation expense increased $4.2 million. These increases were partially offset by a decrease in travel and selling related expenses of $9.1 million from suspension or cancellation of certain in-person sales and marketing activities as a result of COVID-19.\nGeneral and administrative\nYear ended\nDecember 31,"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is Altair Engineering Inc.'s current focus regarding their corporate headquarters facilities?", 'gt_answer': 'Altair Engineering Inc. is currently planning to update zoning to allow for future expansion of their corporate headquarters facilities on an adjacent property they own. This is to enable development consistent with their long-term needs.', 'gt_context': "Altair Engineering Inc. have commenced the planning to update zoning to allow for future expansion of Altair Engineering Inc.'s corporate headquarters facilities on the adjacent property Altair Engineering Inc. own to enable development consistent with Altair Engineering Inc.'s long-term needs. Altair Engineering Inc. have not yet determined the nature and scope of the overall timeline and investment beyond the immediate rezoning efforts necessary for Altair Engineering Inc.'s potential use in the future.\nAltair Engineering Inc. continue to evaluate possible acquisitions and other strategic transactions designed to expand Altair Engineering Inc.'s business. As a result, Altair Engineering Inc.'s expected uses of cash could change, Altair Engineering Inc.'s cash position could be reduced, or Altair Engineering Inc. may incur additional debt obligations to the extent Altair Engineering Inc. complete additional acquisitions.\nAltair Engineering Inc.'s existing cash and cash equivalents may fluctuate during fiscal 2021, due to changes in Altair Engineering Inc.'s planned cash expenditures, including changes in incremental costs such as direct costs and integration costs related to acquisitions. Cash from operations could also be affected by various risks and uncertainties, including, but not limited to, the effects of COVID-19. It is possible that certain customers may unilaterally decide to extend payments on accounts receivable, however Altair Engineering Inc.'s’s customer base is comprised primarily of larger organizations with typically strong liquidity and capital resources."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How might Altair Engineering Inc.'s cash position be affected by potential acquisitions and strategic transactions?", 'gt_answer': "Altair Engineering Inc.'s cash position could be reduced, or they may incur additional debt obligations if they complete additional acquisitions or strategic transactions designed to expand their business.", 'gt_context': "Altair Engineering Inc. have commenced the planning to update zoning to allow for future expansion of Altair Engineering Inc.'s corporate headquarters facilities on the adjacent property Altair Engineering Inc. own to enable development consistent with Altair Engineering Inc.'s long-term needs. Altair Engineering Inc. have not yet determined the nature and scope of the overall timeline and investment beyond the immediate rezoning efforts necessary for Altair Engineering Inc.'s potential use in the future.\nAltair Engineering Inc. continue to evaluate possible acquisitions and other strategic transactions designed to expand Altair Engineering Inc.'s business. As a result, Altair Engineering Inc.'s expected uses of cash could change, Altair Engineering Inc.'s cash position could be reduced, or Altair Engineering Inc. may incur additional debt obligations to the extent Altair Engineering Inc. complete additional acquisitions.\nAltair Engineering Inc.'s existing cash and cash equivalents may fluctuate during fiscal 2021, due to changes in Altair Engineering Inc.'s planned cash expenditures, including changes in incremental costs such as direct costs and integration costs related to acquisitions. Cash from operations could also be affected by various risks and uncertainties, including, but not limited to, the effects of COVID-19. It is possible that certain customers may unilaterally decide to extend payments on accounts receivable, however Altair Engineering Inc.'s’s customer base is comprised primarily of larger organizations with typically strong liquidity and capital resources."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What factors could influence Altair Engineering Inc.'s cash from operations during fiscal 2021?", 'gt_answer': "Altair Engineering Inc.'s cash from operations could be affected by various risks and uncertainties, including changes in planned cash expenditures, direct costs and integration costs related to acquisitions, and the effects of COVID-19. Additionally, some customers may unilaterally decide to extend payments on accounts receivable.", 'gt_context': "Altair Engineering Inc. have commenced the planning to update zoning to allow for future expansion of Altair Engineering Inc.'s corporate headquarters facilities on the adjacent property Altair Engineering Inc. own to enable development consistent with Altair Engineering Inc.'s long-term needs. Altair Engineering Inc. have not yet determined the nature and scope of the overall timeline and investment beyond the immediate rezoning efforts necessary for Altair Engineering Inc.'s potential use in the future.\nAltair Engineering Inc. continue to evaluate possible acquisitions and other strategic transactions designed to expand Altair Engineering Inc.'s business. As a result, Altair Engineering Inc.'s expected uses of cash could change, Altair Engineering Inc.'s cash position could be reduced, or Altair Engineering Inc. may incur additional debt obligations to the extent Altair Engineering Inc. complete additional acquisitions.\nAltair Engineering Inc.'s existing cash and cash equivalents may fluctuate during fiscal 2021, due to changes in Altair Engineering Inc.'s planned cash expenditures, including changes in incremental costs such as direct costs and integration costs related to acquisitions. Cash from operations could also be affected by various risks and uncertainties, including, but not limited to, the effects of COVID-19. It is possible that certain customers may unilaterally decide to extend payments on accounts receivable, however Altair Engineering Inc.'s’s customer base is comprised primarily of larger organizations with typically strong liquidity and capital resources."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary reason for the increase in Adjusted EBITDA for Altair Engineering Inc. in the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The primary reason for the increase in Adjusted EBITDA for Altair Engineering Inc. in the year ended December 31, 2020 compared to the previous year is the increase in gross profit.', 'gt_context': "Adjusted EBITDA. Altair Engineering Inc. define Adjusted EBITDA as net income (loss) adjusted for income tax expense (benefit), interest expense, interest income and other, depreciation and amortization, stock-based compensation expense, restructuring charges, asset impairment charges and other special items as determined by management. Altair Engineering Inc. believe that Adjusted EBITDA is a meaningful measure of performance as it is commonly utilized by Altair Engineering Inc. and the investment community to analyze operating performance in Altair Engineering Inc.'s industry. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Adjusted EBITDA to net income (loss), the most directly comparable financial measure calculated in accordance with GAAP.\nAdjusted EBITDA increased by $17.7 million, or 45%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in Adjusted EBITDA was primarily attributable to the increase in gross profit.\nFree Cash Flow. Free Cash Flow is a non-GAAP financial measure that Altair Engineering Inc. calculate as cash flow provided by operating activities less capital expenditures. Altair Engineering Inc. believe that Free Cash Flow is useful in analyzing Altair Engineering Inc.'s ability to service and repay debt, when applicable, and return value directly to stockholders. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Free Cash Flow to net cash provided by operating activities, the most directly comparable financial measure calculated in accordance with GAAP.\nFree Cash Flow increased by $5.1 million, or 23%, for the year ended December 31, 2020, as compared to year ended December 31, 2019. This increase in Free Cash Flow was primarily attributable to reduced capital expenditures of $3.6 million in the year ended December 31, 2020."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the definition of Adjusted EBITDA used by Altair Engineering Inc.?', 'gt_answer': 'Altair Engineering Inc. defines Adjusted EBITDA as net income (loss) adjusted for income tax expense (benefit), interest expense, interest income and other, depreciation and amortization, stock-based compensation expense, restructuring charges, asset impairment charges and other special items as determined by management.', 'gt_context': "Adjusted EBITDA. Altair Engineering Inc. define Adjusted EBITDA as net income (loss) adjusted for income tax expense (benefit), interest expense, interest income and other, depreciation and amortization, stock-based compensation expense, restructuring charges, asset impairment charges and other special items as determined by management. Altair Engineering Inc. believe that Adjusted EBITDA is a meaningful measure of performance as it is commonly utilized by Altair Engineering Inc. and the investment community to analyze operating performance in Altair Engineering Inc.'s industry. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Adjusted EBITDA to net income (loss), the most directly comparable financial measure calculated in accordance with GAAP.\nAdjusted EBITDA increased by $17.7 million, or 45%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in Adjusted EBITDA was primarily attributable to the increase in gross profit.\nFree Cash Flow. Free Cash Flow is a non-GAAP financial measure that Altair Engineering Inc. calculate as cash flow provided by operating activities less capital expenditures. Altair Engineering Inc. believe that Free Cash Flow is useful in analyzing Altair Engineering Inc.'s ability to service and repay debt, when applicable, and return value directly to stockholders. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Free Cash Flow to net cash provided by operating activities, the most directly comparable financial measure calculated in accordance with GAAP.\nFree Cash Flow increased by $5.1 million, or 23%, for the year ended December 31, 2020, as compared to year ended December 31, 2019. This increase in Free Cash Flow was primarily attributable to reduced capital expenditures of $3.6 million in the year ended December 31, 2020."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary reason for the increase in Free Cash Flow for Altair Engineering Inc. in the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The primary reason for the increase in Free Cash Flow for Altair Engineering Inc. in the year ended December 31, 2020 compared to the previous year is reduced capital expenditures of $3.6 million.', 'gt_context': "Adjusted EBITDA. Altair Engineering Inc. define Adjusted EBITDA as net income (loss) adjusted for income tax expense (benefit), interest expense, interest income and other, depreciation and amortization, stock-based compensation expense, restructuring charges, asset impairment charges and other special items as determined by management. Altair Engineering Inc. believe that Adjusted EBITDA is a meaningful measure of performance as it is commonly utilized by Altair Engineering Inc. and the investment community to analyze operating performance in Altair Engineering Inc.'s industry. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Adjusted EBITDA to net income (loss), the most directly comparable financial measure calculated in accordance with GAAP.\nAdjusted EBITDA increased by $17.7 million, or 45%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in Adjusted EBITDA was primarily attributable to the increase in gross profit.\nFree Cash Flow. Free Cash Flow is a non-GAAP financial measure that Altair Engineering Inc. calculate as cash flow provided by operating activities less capital expenditures. Altair Engineering Inc. believe that Free Cash Flow is useful in analyzing Altair Engineering Inc.'s ability to service and repay debt, when applicable, and return value directly to stockholders. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Free Cash Flow to net cash provided by operating activities, the most directly comparable financial measure calculated in accordance with GAAP.\nFree Cash Flow increased by $5.1 million, or 23%, for the year ended December 31, 2020, as compared to year ended December 31, 2019. This increase in Free Cash Flow was primarily attributable to reduced capital expenditures of $3.6 million in the year ended December 31, 2020."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the increase in interest expense for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in interest expense was primarily due to the amortization of the debt discount and issuance costs on the Convertible Notes for a full year in 2020 compared to a shorter period in 2019.', 'gt_context': '$\n%\nInterest expense\n$\n11,598\n$\n6,371\n$\n5,227\nNM\nAs a percent of consolidated revenue\n%\n%\nInterest expense increased $5.2 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The increase in interest expense was primarily the result of the amortization of the debt discount and issuance costs on the Convertible Notes was for a full year in 2020 compared to a shorter period in 2019.\nOther income, net\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther income, net\n$\n(1,917\n)\n$\n(1,552\n)\n$\n%\nAs a percent of consolidated revenue\n-\n%\n-\n%\nOther income, net increased by $0.4 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily the result of foreign currency fluctuations in the United States dollar relative to other functional currencies during the year ended December 31, 2020, compared to the year ended December 31, 2019. This increase was partially offset by a decrease in interest income in the current year period due to lower interest rates as compared to the prior year period.\nIncome tax expense\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nIncome tax expense\n$\n12,532\n$\n10,930\n$\n1,602\n%'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What factors contributed to the increase in other income, net for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in other income, net was primarily due to foreign currency fluctuations in the United States dollar relative to other functional currencies during the year ended December 31, 2020, compared to the year ended December 31, 2019. This increase was partially offset by a decrease in interest income in the current year period due to lower interest rates as compared to the prior year period.', 'gt_context': '$\n%\nInterest expense\n$\n11,598\n$\n6,371\n$\n5,227\nNM\nAs a percent of consolidated revenue\n%\n%\nInterest expense increased $5.2 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The increase in interest expense was primarily the result of the amortization of the debt discount and issuance costs on the Convertible Notes was for a full year in 2020 compared to a shorter period in 2019.\nOther income, net\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther income, net\n$\n(1,917\n)\n$\n(1,552\n)\n$\n%\nAs a percent of consolidated revenue\n-\n%\n-\n%\nOther income, net increased by $0.4 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily the result of foreign currency fluctuations in the United States dollar relative to other functional currencies during the year ended December 31, 2020, compared to the year ended December 31, 2019. This increase was partially offset by a decrease in interest income in the current year period due to lower interest rates as compared to the prior year period.\nIncome tax expense\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nIncome tax expense\n$\n12,532\n$\n10,930\n$\n1,602\n%'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the change in income tax expense for the year ended December 31, 2020 compared to the previous year, and what was the percentage increase?', 'gt_answer': 'Income tax expense increased by $1.6 million for the year ended December 31, 2020 compared to the previous year, representing a 14.7% increase.', 'gt_context': '$\n%\nInterest expense\n$\n11,598\n$\n6,371\n$\n5,227\nNM\nAs a percent of consolidated revenue\n%\n%\nInterest expense increased $5.2 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. The increase in interest expense was primarily the result of the amortization of the debt discount and issuance costs on the Convertible Notes was for a full year in 2020 compared to a shorter period in 2019.\nOther income, net\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther income, net\n$\n(1,917\n)\n$\n(1,552\n)\n$\n%\nAs a percent of consolidated revenue\n-\n%\n-\n%\nOther income, net increased by $0.4 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily the result of foreign currency fluctuations in the United States dollar relative to other functional currencies during the year ended December 31, 2020, compared to the year ended December 31, 2019. This increase was partially offset by a decrease in interest income in the current year period due to lower interest rates as compared to the prior year period.\nIncome tax expense\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nIncome tax expense\n$\n12,532\n$\n10,930\n$\n1,602\n%'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the net change in deferred revenue for the year ended December 31, 2020?', 'gt_answer': 'The net change in deferred revenue for the year ended December 31, 2020 was $480,447 - $82,909 - $986 = $396,552.', 'gt_context': '82,909\nBeginning deferred revenue\n(83,567\n)\n(66,519\n)\n(139,762\n)\nDeferred revenue acquired\n(986\n)\n-\n(4,132\n)\nBillings\n$\n480,447\n$\n475,963\n$\n401,913\nAdjusted EBITDA\nYear Ended December 31,\n(in thousands)\nNet (loss) income\n$\n(10,500\n)\n$\n(7,542\n)\n$\n15,535\nIncome tax expense\n12,532\n10,930\n11,489\nStock-based compensation\n21,355\n8,528\n3,339\nInterest expense\n11,598\n6,371\nInterest income and other (1)\n(1,503\n)\n(260\n)\n4,883\nDepreciation and amortization\n23,806\n21,522\n14,734\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\n(1)\nIncluded for the year ended December 31, 2020 are a) $1.0 million of proceeds from settlements related to a historical acquisition, and b) $0.6 million of severance expense. Included for the year ended December 31, 2019 are a) acquisition related costs of $0.6 million, b) severance expenses of $0.4 million and c) impairment charges for royalty contracts for $1.0 million. Included for the year ended December 31, 2018 are a) costs from the acquisition of Datawatch of $10.4 million, b) gain on the sale of a building of $4.4 million and c) impairment charges for royalty contracts and trade names of $2.8 million, and d) an income adjustment for a change in estimated legal expenses of $2.0 million.\nFree Cash Flow\nYear ended December 31,\n(in thousands)\nNet cash provided by operating activities\n$\n32,882\n$\n31,393\n$\n36,230\nCapital expenditures\n(6,093\n)\n(9,660\n)\n(6,659\n)\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How did the company's Adjusted EBITDA change from 2019 to 2020?", 'gt_answer': "The company's Adjusted EBITDA increased from $39,549 in 2019 to $57,288 in 2020, a change of $17,739.", 'gt_context': '82,909\nBeginning deferred revenue\n(83,567\n)\n(66,519\n)\n(139,762\n)\nDeferred revenue acquired\n(986\n)\n-\n(4,132\n)\nBillings\n$\n480,447\n$\n475,963\n$\n401,913\nAdjusted EBITDA\nYear Ended December 31,\n(in thousands)\nNet (loss) income\n$\n(10,500\n)\n$\n(7,542\n)\n$\n15,535\nIncome tax expense\n12,532\n10,930\n11,489\nStock-based compensation\n21,355\n8,528\n3,339\nInterest expense\n11,598\n6,371\nInterest income and other (1)\n(1,503\n)\n(260\n)\n4,883\nDepreciation and amortization\n23,806\n21,522\n14,734\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\n(1)\nIncluded for the year ended December 31, 2020 are a) $1.0 million of proceeds from settlements related to a historical acquisition, and b) $0.6 million of severance expense. Included for the year ended December 31, 2019 are a) acquisition related costs of $0.6 million, b) severance expenses of $0.4 million and c) impairment charges for royalty contracts for $1.0 million. Included for the year ended December 31, 2018 are a) costs from the acquisition of Datawatch of $10.4 million, b) gain on the sale of a building of $4.4 million and c) impairment charges for royalty contracts and trade names of $2.8 million, and d) an income adjustment for a change in estimated legal expenses of $2.0 million.\nFree Cash Flow\nYear ended December 31,\n(in thousands)\nNet cash provided by operating activities\n$\n32,882\n$\n31,393\n$\n36,230\nCapital expenditures\n(6,093\n)\n(9,660\n)\n(6,659\n)\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What were the main components of the company's Free Cash Flow for the year ended December 31, 2020?", 'gt_answer': "The main components of the company's Free Cash Flow for the year ended December 31, 2020 were net cash provided by operating activities of $32,882 and capital expenditures of $(6,093), resulting in a Free Cash Flow of $26,789.", 'gt_context': '82,909\nBeginning deferred revenue\n(83,567\n)\n(66,519\n)\n(139,762\n)\nDeferred revenue acquired\n(986\n)\n-\n(4,132\n)\nBillings\n$\n480,447\n$\n475,963\n$\n401,913\nAdjusted EBITDA\nYear Ended December 31,\n(in thousands)\nNet (loss) income\n$\n(10,500\n)\n$\n(7,542\n)\n$\n15,535\nIncome tax expense\n12,532\n10,930\n11,489\nStock-based compensation\n21,355\n8,528\n3,339\nInterest expense\n11,598\n6,371\nInterest income and other (1)\n(1,503\n)\n(260\n)\n4,883\nDepreciation and amortization\n23,806\n21,522\n14,734\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\n(1)\nIncluded for the year ended December 31, 2020 are a) $1.0 million of proceeds from settlements related to a historical acquisition, and b) $0.6 million of severance expense. Included for the year ended December 31, 2019 are a) acquisition related costs of $0.6 million, b) severance expenses of $0.4 million and c) impairment charges for royalty contracts for $1.0 million. Included for the year ended December 31, 2018 are a) costs from the acquisition of Datawatch of $10.4 million, b) gain on the sale of a building of $4.4 million and c) impairment charges for royalty contracts and trade names of $2.8 million, and d) an income adjustment for a change in estimated legal expenses of $2.0 million.\nFree Cash Flow\nYear ended December 31,\n(in thousands)\nNet cash provided by operating activities\n$\n32,882\n$\n31,393\n$\n36,230\nCapital expenditures\n(6,093\n)\n(9,660\n)\n(6,659\n)\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the contractual obligations not included in the table provided by Altair Engineering Inc.?', 'gt_answer': "The table does not include contractual obligations associated with Altair Engineering Inc.'s pension and post-retirement benefit plans, as well as liabilities associated with uncertain tax positions.", 'gt_context': "The table does not include contractual obligations associated with Altair Engineering Inc.'s pension and post-retirement benefit plans. As of December 31, 2020, Altair Engineering Inc. had recognized a net benefit liability of $15.2 million. For additional information on pension and other post-retirement benefits, including expected benefit payments for the next 10 years, see Note 15 in the Notes to consolidated financial statements included elsewhere in this Annual Report on Form 10-K.\nThe table also does not include liabilities associated with uncertain tax positions due to the high degree of uncertainty regarding the future cash outflows associated with these amounts. For additional discussion of uncertain tax positions, see Note 13 in the Notes to consolidated financial statements included elsewhere in this Annual Report on Form 10-K.\nOff-balance sheet arrangements\nThrough December 31, 2020, Altair Engineering Inc. did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.\nCritical accounting policies and estimates"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the net benefit liability recognized by Altair Engineering Inc. as of December 31, 2020?', 'gt_answer': 'As of December 31, 2020, Altair Engineering Inc. had recognized a net benefit liability of $15.2 million.', 'gt_context': "The table does not include contractual obligations associated with Altair Engineering Inc.'s pension and post-retirement benefit plans. As of December 31, 2020, Altair Engineering Inc. had recognized a net benefit liability of $15.2 million. For additional information on pension and other post-retirement benefits, including expected benefit payments for the next 10 years, see Note 15 in the Notes to consolidated financial statements included elsewhere in this Annual Report on Form 10-K.\nThe table also does not include liabilities associated with uncertain tax positions due to the high degree of uncertainty regarding the future cash outflows associated with these amounts. For additional discussion of uncertain tax positions, see Note 13 in the Notes to consolidated financial statements included elsewhere in this Annual Report on Form 10-K.\nOff-balance sheet arrangements\nThrough December 31, 2020, Altair Engineering Inc. did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.\nCritical accounting policies and estimates"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'Does Altair Engineering Inc. have any off-balance sheet arrangements as of December 31, 2020?', 'gt_answer': 'Through December 31, 2020, Altair Engineering Inc. did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.', 'gt_context': "The table does not include contractual obligations associated with Altair Engineering Inc.'s pension and post-retirement benefit plans. As of December 31, 2020, Altair Engineering Inc. had recognized a net benefit liability of $15.2 million. For additional information on pension and other post-retirement benefits, including expected benefit payments for the next 10 years, see Note 15 in the Notes to consolidated financial statements included elsewhere in this Annual Report on Form 10-K.\nThe table also does not include liabilities associated with uncertain tax positions due to the high degree of uncertainty regarding the future cash outflows associated with these amounts. For additional discussion of uncertain tax positions, see Note 13 in the Notes to consolidated financial statements included elsewhere in this Annual Report on Form 10-K.\nOff-balance sheet arrangements\nThrough December 31, 2020, Altair Engineering Inc. did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.\nCritical accounting policies and estimates"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What were the primary factors contributing to the increase in general and administrative expenses for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in general and administrative expenses was primarily due to a $2.0 million increase in employee compensation and related expenses, a $1.8 million increase in stock-based compensation expense, and a $0.8 million increase in software maintenance expense.', 'gt_context': 'General and administrative\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nGeneral and administrative\n$\n86,432\n$\n82,178\n$\n4,254\n%\nAs a percent of consolidated revenue\n%\n%\nGeneral and administrative expenses increased by $4.3 million, or 5%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily attributable to a $2.0 million increase in employee compensation and related expenses, a $1.8 million increase in stock-based compensation expense, and a $0.8 million increase in software maintenance expense.\nAmortization of intangible assets\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nAmortization of intangible assets\n$\n16,376\n$\n14,442\n$\n1,934\n%\nAs a percent of consolidated revenue\n%\n%\nAmortization of intangible assets increased by $1.9 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This was attributable to an increase in intangible assets resulting from acquisitions in the current year and in the fourth quarter of 2019.\nOther operating income, net\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther operating income, net\n$\n(3,426\n)\n$\n(2,072\n)\n$\n1,354\n%\nAs a percent of consolidated revenue\n(1\n%)\n-\n%\nOther operating income, net increased $1.4 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily the result of a $1.0 million gain recognized from settlements related to a historical acquisition in the year ended December 31, 2020, and the $1.0 million of impairment charges for royalty contracts recognized in the year ended December 31, 2019, partially offset by an $0.6 million increase in the provision for credit losses in the current year.\nInterest expense\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nInterest expense\n$\n11,598\n$\n6,371\n$\n5,227\nNM\nAs a percent of consolidated revenue\n%\n%'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What caused the increase in amortization of intangible assets for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in amortization of intangible assets was attributable to an increase in intangible assets resulting from acquisitions in the current year and in the fourth quarter of 2019.', 'gt_context': 'General and administrative\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nGeneral and administrative\n$\n86,432\n$\n82,178\n$\n4,254\n%\nAs a percent of consolidated revenue\n%\n%\nGeneral and administrative expenses increased by $4.3 million, or 5%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily attributable to a $2.0 million increase in employee compensation and related expenses, a $1.8 million increase in stock-based compensation expense, and a $0.8 million increase in software maintenance expense.\nAmortization of intangible assets\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nAmortization of intangible assets\n$\n16,376\n$\n14,442\n$\n1,934\n%\nAs a percent of consolidated revenue\n%\n%\nAmortization of intangible assets increased by $1.9 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This was attributable to an increase in intangible assets resulting from acquisitions in the current year and in the fourth quarter of 2019.\nOther operating income, net\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther operating income, net\n$\n(3,426\n)\n$\n(2,072\n)\n$\n1,354\n%\nAs a percent of consolidated revenue\n(1\n%)\n-\n%\nOther operating income, net increased $1.4 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily the result of a $1.0 million gain recognized from settlements related to a historical acquisition in the year ended December 31, 2020, and the $1.0 million of impairment charges for royalty contracts recognized in the year ended December 31, 2019, partially offset by an $0.6 million increase in the provision for credit losses in the current year.\nInterest expense\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nInterest expense\n$\n11,598\n$\n6,371\n$\n5,227\nNM\nAs a percent of consolidated revenue\n%\n%'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What were the main reasons for the increase in other operating income, net for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in other operating income, net was primarily due to a $1.0 million gain recognized from settlements related to a historical acquisition in the year ended December 31, 2020, and the $1.0 million of impairment charges for royalty contracts recognized in the year ended December 31, 2019, partially offset by an $0.6 million increase in the provision for credit losses in the current year.', 'gt_context': 'General and administrative\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nGeneral and administrative\n$\n86,432\n$\n82,178\n$\n4,254\n%\nAs a percent of consolidated revenue\n%\n%\nGeneral and administrative expenses increased by $4.3 million, or 5%, for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily attributable to a $2.0 million increase in employee compensation and related expenses, a $1.8 million increase in stock-based compensation expense, and a $0.8 million increase in software maintenance expense.\nAmortization of intangible assets\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nAmortization of intangible assets\n$\n16,376\n$\n14,442\n$\n1,934\n%\nAs a percent of consolidated revenue\n%\n%\nAmortization of intangible assets increased by $1.9 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This was attributable to an increase in intangible assets resulting from acquisitions in the current year and in the fourth quarter of 2019.\nOther operating income, net\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nOther operating income, net\n$\n(3,426\n)\n$\n(2,072\n)\n$\n1,354\n%\nAs a percent of consolidated revenue\n(1\n%)\n-\n%\nOther operating income, net increased $1.4 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily the result of a $1.0 million gain recognized from settlements related to a historical acquisition in the year ended December 31, 2020, and the $1.0 million of impairment charges for royalty contracts recognized in the year ended December 31, 2019, partially offset by an $0.6 million increase in the provision for credit losses in the current year.\nInterest expense\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nInterest expense\n$\n11,598\n$\n6,371\n$\n5,227\nNM\nAs a percent of consolidated revenue\n%\n%'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary reason for the increase in Billings for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The increase in Billings for the year ended December 31, 2020 was primarily attributable to an increase in Software segment billings.', 'gt_context': "$\n401,913\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571\nBillings. Billings consists of Altair Engineering Inc.'s total revenue plus the change in Altair Engineering Inc.'s deferred revenue, excluding deferred revenue from acquisitions during the period. Given that Altair Engineering Inc. generally bill Altair Engineering Inc.'s customers at the time of sale but typically recognize a portion of the related revenue ratably over time, management believes that Billings is a meaningful way to measure and monitor Altair Engineering Inc.'s ability to provide Altair Engineering Inc.'s business with the working capital generated by upfront payments from Altair Engineering Inc.'s customers. While Altair Engineering Inc. believe that Billings provides valuable insight into the cash that will be generated from sales of Altair Engineering Inc.'s software and services, this metric may vary from period-to-period for a number of reasons including the impact of changes in foreign currency exchange rates and the potential impact of acquisitions. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Billings to revenue, the most directly comparable financial measure calculated in accordance with GAAP.\nBillings increased by $4.5 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in Billings was attributable to an increase in Software segment billings."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. define Billings and why is it considered a meaningful metric?', 'gt_answer': 'Altair Engineering Inc. defines Billings as its total revenue plus the change in deferred revenue, excluding deferred revenue from acquisitions during the period. It is considered a meaningful metric because it provides insight into the cash generated by upfront payments from customers, which is important for working capital management.', 'gt_context': "$\n401,913\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571\nBillings. Billings consists of Altair Engineering Inc.'s total revenue plus the change in Altair Engineering Inc.'s deferred revenue, excluding deferred revenue from acquisitions during the period. Given that Altair Engineering Inc. generally bill Altair Engineering Inc.'s customers at the time of sale but typically recognize a portion of the related revenue ratably over time, management believes that Billings is a meaningful way to measure and monitor Altair Engineering Inc.'s ability to provide Altair Engineering Inc.'s business with the working capital generated by upfront payments from Altair Engineering Inc.'s customers. While Altair Engineering Inc. believe that Billings provides valuable insight into the cash that will be generated from sales of Altair Engineering Inc.'s software and services, this metric may vary from period-to-period for a number of reasons including the impact of changes in foreign currency exchange rates and the potential impact of acquisitions. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Billings to revenue, the most directly comparable financial measure calculated in accordance with GAAP.\nBillings increased by $4.5 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in Billings was attributable to an increase in Software segment billings."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the key financial metrics provided in the context for the year ended December 31, 2020 and how do they compare to the previous year?', 'gt_answer': "The key financial metrics provided are Adjusted EBITDA, Free Cash Flow, and Billings. Adjusted EBITDA increased from $39,549 to $50,180, Free Cash Flow increased from $21,733 to $29,571, and Billings increased by $4.5 million. These increases indicate an improvement in the company's financial condition and results of operations compared to the previous year.", 'gt_context': "$\n401,913\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571\nBillings. Billings consists of Altair Engineering Inc.'s total revenue plus the change in Altair Engineering Inc.'s deferred revenue, excluding deferred revenue from acquisitions during the period. Given that Altair Engineering Inc. generally bill Altair Engineering Inc.'s customers at the time of sale but typically recognize a portion of the related revenue ratably over time, management believes that Billings is a meaningful way to measure and monitor Altair Engineering Inc.'s ability to provide Altair Engineering Inc.'s business with the working capital generated by upfront payments from Altair Engineering Inc.'s customers. While Altair Engineering Inc. believe that Billings provides valuable insight into the cash that will be generated from sales of Altair Engineering Inc.'s software and services, this metric may vary from period-to-period for a number of reasons including the impact of changes in foreign currency exchange rates and the potential impact of acquisitions. See the section entitled “Reconciliation of non-GAAP financial measures” for a reconciliation of Billings to revenue, the most directly comparable financial measure calculated in accordance with GAAP.\nBillings increased by $4.5 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase in Billings was attributable to an increase in Software segment billings."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the purpose of Altair Engineering Inc. using non-GAAP financial measures in their financial reporting?', 'gt_answer': "Altair Engineering Inc. uses non-GAAP financial measures to provide an additional way of viewing aspects of their business. When viewed with their GAAP results and the accompanying reconciliations, these measures may help management and investors make more informed decisions about the company's financial and operating performance and liquidity.", 'gt_context': "These non-GAAP financial measures reflect an additional way of viewing aspects of Altair Engineering Inc.'s business that, when viewed with Altair Engineering Inc.'s GAAP results and the accompanying reconciliations to corresponding GAAP financial measures included in the tables below, may provide a more complete understanding of factors and trends affecting Altair Engineering Inc.'s business. These non-GAAP financial measures should not be relied upon to the exclusion of GAAP financial measures and are by definition an incomplete understanding of Altair Engineering Inc.'s and must be considered in conjunction with GAAP measures.\nAltair Engineering Inc. believe that the non-GAAP measures disclosed herein are only useful as an additional tool to help management and investors make informed decisions about Altair Engineering Inc.'s financial and operating performance and liquidity. By definition, non-GAAP measures do not give a full understanding of Altair Engineering Inc.'s. To be truly valuable, they must be used in conjunction with the comparable GAAP measures. In addition, non-GAAP financial measures are not standardized. It may not be possible to compare these financial measures with other companies’ non-GAAP financial measures having the same or similar names. Altair Engineering Inc. strongly encourage investors to review Altair Engineering Inc.'s consolidated financial statements and the notes thereto in their entirety and not to rely on any single financial measure.\nReconciliation of non-GAAP financial measures\nThe following tables provide reconciliations of revenue to Billings, net income (loss) to Adjusted EBITDA, and net cash provided by operating activities to Free Cash Flow:\nBillings\nYear ended December 31,\n(in thousands)\nRevenue\n$\n469,921\n$\n458,915\n$\n396,379\nEnding deferred revenue\n95,079\n83,567\n66,519\nAdoption of ASC 606 on beginning deferred revenue\n-\n-\n82,909\nBeginning deferred revenue\n(83,567\n)\n(66,519\n)\n(139,762\n)\nDeferred revenue acquired\n(986\n)\n-"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. ensure that investors do not rely solely on non-GAAP financial measures?', 'gt_answer': 'Altair Engineering Inc. strongly encourages investors to review their consolidated financial statements and the notes thereto in their entirety and not to rely on any single financial measure. They also provide reconciliations of non-GAAP financial measures to corresponding GAAP financial measures to ensure a complete understanding of their financial condition and results of operations.', 'gt_context': "These non-GAAP financial measures reflect an additional way of viewing aspects of Altair Engineering Inc.'s business that, when viewed with Altair Engineering Inc.'s GAAP results and the accompanying reconciliations to corresponding GAAP financial measures included in the tables below, may provide a more complete understanding of factors and trends affecting Altair Engineering Inc.'s business. These non-GAAP financial measures should not be relied upon to the exclusion of GAAP financial measures and are by definition an incomplete understanding of Altair Engineering Inc.'s and must be considered in conjunction with GAAP measures.\nAltair Engineering Inc. believe that the non-GAAP measures disclosed herein are only useful as an additional tool to help management and investors make informed decisions about Altair Engineering Inc.'s financial and operating performance and liquidity. By definition, non-GAAP measures do not give a full understanding of Altair Engineering Inc.'s. To be truly valuable, they must be used in conjunction with the comparable GAAP measures. In addition, non-GAAP financial measures are not standardized. It may not be possible to compare these financial measures with other companies’ non-GAAP financial measures having the same or similar names. Altair Engineering Inc. strongly encourage investors to review Altair Engineering Inc.'s consolidated financial statements and the notes thereto in their entirety and not to rely on any single financial measure.\nReconciliation of non-GAAP financial measures\nThe following tables provide reconciliations of revenue to Billings, net income (loss) to Adjusted EBITDA, and net cash provided by operating activities to Free Cash Flow:\nBillings\nYear ended December 31,\n(in thousands)\nRevenue\n$\n469,921\n$\n458,915\n$\n396,379\nEnding deferred revenue\n95,079\n83,567\n66,519\nAdoption of ASC 606 on beginning deferred revenue\n-\n-\n82,909\nBeginning deferred revenue\n(83,567\n)\n(66,519\n)\n(139,762\n)\nDeferred revenue acquired\n(986\n)\n-"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the key components of the Billings calculation provided by Altair Engineering Inc. for the year ended December 31?', 'gt_answer': 'The key components of the Billings calculation provided by Altair Engineering Inc. for the year ended December 31 include revenue, ending deferred revenue, adoption of ASC 606 on beginning deferred revenue, beginning deferred revenue, and deferred revenue acquired. These components are used to calculate the total billings for the period.', 'gt_context': "These non-GAAP financial measures reflect an additional way of viewing aspects of Altair Engineering Inc.'s business that, when viewed with Altair Engineering Inc.'s GAAP results and the accompanying reconciliations to corresponding GAAP financial measures included in the tables below, may provide a more complete understanding of factors and trends affecting Altair Engineering Inc.'s business. These non-GAAP financial measures should not be relied upon to the exclusion of GAAP financial measures and are by definition an incomplete understanding of Altair Engineering Inc.'s and must be considered in conjunction with GAAP measures.\nAltair Engineering Inc. believe that the non-GAAP measures disclosed herein are only useful as an additional tool to help management and investors make informed decisions about Altair Engineering Inc.'s financial and operating performance and liquidity. By definition, non-GAAP measures do not give a full understanding of Altair Engineering Inc.'s. To be truly valuable, they must be used in conjunction with the comparable GAAP measures. In addition, non-GAAP financial measures are not standardized. It may not be possible to compare these financial measures with other companies’ non-GAAP financial measures having the same or similar names. Altair Engineering Inc. strongly encourage investors to review Altair Engineering Inc.'s consolidated financial statements and the notes thereto in their entirety and not to rely on any single financial measure.\nReconciliation of non-GAAP financial measures\nThe following tables provide reconciliations of revenue to Billings, net income (loss) to Adjusted EBITDA, and net cash provided by operating activities to Free Cash Flow:\nBillings\nYear ended December 31,\n(in thousands)\nRevenue\n$\n469,921\n$\n458,915\n$\n396,379\nEnding deferred revenue\n95,079\n83,567\n66,519\nAdoption of ASC 606 on beginning deferred revenue\n-\n-\n82,909\nBeginning deferred revenue\n(83,567\n)\n(66,519\n)\n(139,762\n)\nDeferred revenue acquired\n(986\n)\n-"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is Altair Engineering Inc.'s assessment of its financial stability for the next twelve months?", 'gt_answer': 'Altair Engineering Inc. believes that its existing cash balances, funds generated from operations, and amounts available under its credit facility will be sufficient to finance its operations and meet its foreseeable cash requirements for the next twelve months.', 'gt_context': "Altair Engineering Inc. believe that Altair Engineering Inc.'s existing cash balances, together with funds generated from operations and amounts available under Altair Engineering Inc.'s credit facility, will be sufficient to finance Altair Engineering Inc.'s operations and meet Altair Engineering Inc.'s foreseeable cash requirements for the next twelve months. Altair Engineering Inc. also believe that Altair Engineering Inc.'s financial resources, along with managing discretionary expenses, will allow Altair Engineering Inc. to manage the impact of COVID-19 on Altair Engineering Inc.'s business operations for the foreseeable future, which could include reductions in revenue and delays in payments from customers and partners. Altair Engineering Inc. will continue to evaluate Altair Engineering Inc.'s financial position as developments evolve relating to COVID-19.\nRevolving credit facility\nAltair Engineering Inc. have a $150.0 million credit facility that was amended on June 5, 2019, to permit the issuance of the Convertible Notes and extend the maturity date of the credit facility to December 15, 2023 (“2019 Amended Credit Agreement”). The 2019 Amended Credit Agreement allows Altair Engineering Inc. to request that the aggregate commitments under the 2019 Amended Credit Agreement be increased by up to $50.0 million for a total of $200.0 million, subject to certain conditions.\nAs of December 31, 2020, Altair Engineering Inc. had $30.0 million of outstanding borrowings under the 2019 Amended Credit Agreement and there was $120.0 million available for future borrowing. In January 2021, Altair Engineering Inc.'s repaid the $30.0 million borrowing outstanding at December 31, 2020. The 2019 Amended Credit Agreement is available for general corporate purposes, including working capital, capital expenditures and permitted acquisitions."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How has Altair Engineering Inc. prepared to manage the impact of COVID-19 on its business operations?', 'gt_answer': 'Altair Engineering Inc. believes that its financial resources, along with managing discretionary expenses, will allow it to manage the impact of COVID-19 on its business operations for the foreseeable future, which could include reductions in revenue and delays in payments from customers and partners.', 'gt_context': "Altair Engineering Inc. believe that Altair Engineering Inc.'s existing cash balances, together with funds generated from operations and amounts available under Altair Engineering Inc.'s credit facility, will be sufficient to finance Altair Engineering Inc.'s operations and meet Altair Engineering Inc.'s foreseeable cash requirements for the next twelve months. Altair Engineering Inc. also believe that Altair Engineering Inc.'s financial resources, along with managing discretionary expenses, will allow Altair Engineering Inc. to manage the impact of COVID-19 on Altair Engineering Inc.'s business operations for the foreseeable future, which could include reductions in revenue and delays in payments from customers and partners. Altair Engineering Inc. will continue to evaluate Altair Engineering Inc.'s financial position as developments evolve relating to COVID-19.\nRevolving credit facility\nAltair Engineering Inc. have a $150.0 million credit facility that was amended on June 5, 2019, to permit the issuance of the Convertible Notes and extend the maturity date of the credit facility to December 15, 2023 (“2019 Amended Credit Agreement”). The 2019 Amended Credit Agreement allows Altair Engineering Inc. to request that the aggregate commitments under the 2019 Amended Credit Agreement be increased by up to $50.0 million for a total of $200.0 million, subject to certain conditions.\nAs of December 31, 2020, Altair Engineering Inc. had $30.0 million of outstanding borrowings under the 2019 Amended Credit Agreement and there was $120.0 million available for future borrowing. In January 2021, Altair Engineering Inc.'s repaid the $30.0 million borrowing outstanding at December 31, 2020. The 2019 Amended Credit Agreement is available for general corporate purposes, including working capital, capital expenditures and permitted acquisitions."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the current status of Altair Engineering Inc.'s revolving credit facility and its borrowing capacity?", 'gt_answer': 'As of December 31, 2020, Altair Engineering Inc. had $30.0 million of outstanding borrowings under its $150.0 million credit facility, with $120.0 million available for future borrowing. In January 2021, Altair Engineering Inc. repaid the $30.0 million borrowing outstanding at December 31, 2020.', 'gt_context': "Altair Engineering Inc. believe that Altair Engineering Inc.'s existing cash balances, together with funds generated from operations and amounts available under Altair Engineering Inc.'s credit facility, will be sufficient to finance Altair Engineering Inc.'s operations and meet Altair Engineering Inc.'s foreseeable cash requirements for the next twelve months. Altair Engineering Inc. also believe that Altair Engineering Inc.'s financial resources, along with managing discretionary expenses, will allow Altair Engineering Inc. to manage the impact of COVID-19 on Altair Engineering Inc.'s business operations for the foreseeable future, which could include reductions in revenue and delays in payments from customers and partners. Altair Engineering Inc. will continue to evaluate Altair Engineering Inc.'s financial position as developments evolve relating to COVID-19.\nRevolving credit facility\nAltair Engineering Inc. have a $150.0 million credit facility that was amended on June 5, 2019, to permit the issuance of the Convertible Notes and extend the maturity date of the credit facility to December 15, 2023 (“2019 Amended Credit Agreement”). The 2019 Amended Credit Agreement allows Altair Engineering Inc. to request that the aggregate commitments under the 2019 Amended Credit Agreement be increased by up to $50.0 million for a total of $200.0 million, subject to certain conditions.\nAs of December 31, 2020, Altair Engineering Inc. had $30.0 million of outstanding borrowings under the 2019 Amended Credit Agreement and there was $120.0 million available for future borrowing. In January 2021, Altair Engineering Inc.'s repaid the $30.0 million borrowing outstanding at December 31, 2020. The 2019 Amended Credit Agreement is available for general corporate purposes, including working capital, capital expenditures and permitted acquisitions."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. account for non-income related taxes collected from customers and remitted to governmental authorities on their consolidated balance sheet?', 'gt_answer': 'Non-income related taxes collected from customers and remitted to governmental authorities are recorded on the consolidated balance sheet as accounts receivable, net and other accrued expenses and current liabilities.', 'gt_context': "Non-income related taxes collected from customers and remitted to governmental authorities are recorded on the consolidated balance sheet as accounts receivable, net and other accrued expenses and current liabilities. These amounts are reported on a net basis in the consolidated statements of operations and do not impact reported revenues or expenses. Certain hardware revenue is included within software revenue and is recognized when all revenue recognition criteria stated above are met, which is generally when the products are delivered to end customers.\nSoftware related services\nConsulting services from product design and development projects are considered distinct performance obligations and are provided to customers on a time-and-materials, or T&M, or fixed-price basis. Altair recognizes services revenue from Altair Engineering Inc.'s T&M contracts using input-based estimates, utilizing direct labor and contractually agreed-upon hourly rates as the input measure. For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost\nincurred to estimated total costs at completion. If output or input measures are not available or cannot be reasonably estimated, revenue is recognized upon completion of the services.\nClient engineering services\nCES revenue is derived from Altair Engineering Inc.'s hiring of engineers and data scientists for placement at a customer site for specific customer-directed assignments. These professional services are considered distinct performance obligations and are provided to customers on a T&M basis. Altair Engineering Inc. recognize client engineering services revenue based upon hours worked and contractually agreed-upon hourly rates.\nOther"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What revenue recognition method does Altair Engineering Inc. use for consulting services from product design and development projects on a fixed-price basis?', 'gt_answer': 'For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost incurred to estimated total costs at completion.', 'gt_context': "Non-income related taxes collected from customers and remitted to governmental authorities are recorded on the consolidated balance sheet as accounts receivable, net and other accrued expenses and current liabilities. These amounts are reported on a net basis in the consolidated statements of operations and do not impact reported revenues or expenses. Certain hardware revenue is included within software revenue and is recognized when all revenue recognition criteria stated above are met, which is generally when the products are delivered to end customers.\nSoftware related services\nConsulting services from product design and development projects are considered distinct performance obligations and are provided to customers on a time-and-materials, or T&M, or fixed-price basis. Altair recognizes services revenue from Altair Engineering Inc.'s T&M contracts using input-based estimates, utilizing direct labor and contractually agreed-upon hourly rates as the input measure. For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost\nincurred to estimated total costs at completion. If output or input measures are not available or cannot be reasonably estimated, revenue is recognized upon completion of the services.\nClient engineering services\nCES revenue is derived from Altair Engineering Inc.'s hiring of engineers and data scientists for placement at a customer site for specific customer-directed assignments. These professional services are considered distinct performance obligations and are provided to customers on a T&M basis. Altair Engineering Inc. recognize client engineering services revenue based upon hours worked and contractually agreed-upon hourly rates.\nOther"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue for client engineering services?', 'gt_answer': 'Client engineering services revenue is recognized based upon hours worked and contractually agreed-upon hourly rates.', 'gt_context': "Non-income related taxes collected from customers and remitted to governmental authorities are recorded on the consolidated balance sheet as accounts receivable, net and other accrued expenses and current liabilities. These amounts are reported on a net basis in the consolidated statements of operations and do not impact reported revenues or expenses. Certain hardware revenue is included within software revenue and is recognized when all revenue recognition criteria stated above are met, which is generally when the products are delivered to end customers.\nSoftware related services\nConsulting services from product design and development projects are considered distinct performance obligations and are provided to customers on a time-and-materials, or T&M, or fixed-price basis. Altair recognizes services revenue from Altair Engineering Inc.'s T&M contracts using input-based estimates, utilizing direct labor and contractually agreed-upon hourly rates as the input measure. For fixed-price contracts, software services revenue is recognized over time using a method that measures the extent of progress towards completion of a performance obligation, generally using a cost-input method where revenue is recognized based on the proportion of total cost\nincurred to estimated total costs at completion. If output or input measures are not available or cannot be reasonably estimated, revenue is recognized upon completion of the services.\nClient engineering services\nCES revenue is derived from Altair Engineering Inc.'s hiring of engineers and data scientists for placement at a customer site for specific customer-directed assignments. These professional services are considered distinct performance obligations and are provided to customers on a T&M basis. Altair Engineering Inc. recognize client engineering services revenue based upon hours worked and contractually agreed-upon hourly rates.\nOther"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What non-GAAP financial measures does Altair Engineering Inc. use to evaluate its business performance and make strategic decisions?', 'gt_answer': 'Altair Engineering Inc. uses Billings as a liquidity measure, Adjusted EBITDA as a performance measure, and Free Cash Flow as a liquidity measure to evaluate its business performance and make strategic decisions.', 'gt_context': "Non-GAAP financial measures\nAltair Engineering Inc. monitor the following key non-GAAP (United States generally accepted accounting principles) financial and operating metrics to help Altair Engineering Inc. evaluate Altair Engineering Inc.'s business, measure Altair Engineering Inc.'s performance, identify trends affecting Altair Engineering Inc.'s business, formulate business plans and make strategic decisions. In analyzing and planning for Altair Engineering Inc.'s business, Altair Engineering Inc. supplement Altair Engineering Inc.'s use of GAAP financial measures with non-GAAP financial measures, including Billings as a liquidity measure, Adjusted EBITDA as a performance measure and Free Cash Flow as a liquidity measure.\nYear ended December 31,\n(in thousands)\nBillings\n$\n480,447\n$\n475,963\n$\n401,913\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How did Altair Engineering Inc.'s Billings change from the year ended December 31, 2020 to the year ended December 31, 2021?", 'gt_answer': "Altair Engineering Inc.'s Billings increased from $475,963 thousand in the year ended December 31, 2020 to $480,447 thousand in the year ended December 31, 2021.", 'gt_context': "Non-GAAP financial measures\nAltair Engineering Inc. monitor the following key non-GAAP (United States generally accepted accounting principles) financial and operating metrics to help Altair Engineering Inc. evaluate Altair Engineering Inc.'s business, measure Altair Engineering Inc.'s performance, identify trends affecting Altair Engineering Inc.'s business, formulate business plans and make strategic decisions. In analyzing and planning for Altair Engineering Inc.'s business, Altair Engineering Inc. supplement Altair Engineering Inc.'s use of GAAP financial measures with non-GAAP financial measures, including Billings as a liquidity measure, Adjusted EBITDA as a performance measure and Free Cash Flow as a liquidity measure.\nYear ended December 31,\n(in thousands)\nBillings\n$\n480,447\n$\n475,963\n$\n401,913\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What was the trend in Altair Engineering Inc.'s Adjusted EBITDA from the year ended December 31, 2019 to the year ended December 31, 2021?", 'gt_answer': "Altair Engineering Inc.'s Adjusted EBITDA decreased from $50,180 thousand in the year ended December 31, 2019 to $39,549 thousand in the year ended December 31, 2020, but then increased to $57,288 thousand in the year ended December 31, 2021.", 'gt_context': "Non-GAAP financial measures\nAltair Engineering Inc. monitor the following key non-GAAP (United States generally accepted accounting principles) financial and operating metrics to help Altair Engineering Inc. evaluate Altair Engineering Inc.'s business, measure Altair Engineering Inc.'s performance, identify trends affecting Altair Engineering Inc.'s business, formulate business plans and make strategic decisions. In analyzing and planning for Altair Engineering Inc.'s business, Altair Engineering Inc. supplement Altair Engineering Inc.'s use of GAAP financial measures with non-GAAP financial measures, including Billings as a liquidity measure, Adjusted EBITDA as a performance measure and Free Cash Flow as a liquidity measure.\nYear ended December 31,\n(in thousands)\nBillings\n$\n480,447\n$\n475,963\n$\n401,913\nAdjusted EBITDA\n$\n57,288\n$\n39,549\n$\n50,180\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the trend in Altair Engineering Inc.'s free cash flow over the past three years?", 'gt_answer': "Altair Engineering Inc.'s free cash flow has fluctuated over the past three years. It was $26,789 in the most recent year, $21,733 in the year before that, and $29,571 in the year prior to that.", 'gt_context': "$\n36,230\nCapital expenditures\n(6,093\n)\n(9,660\n)\n(6,659\n)\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571\nRecurring Software License Rate. A key factor to Altair Engineering Inc.'s success is Altair Engineering Inc.'s recurring software license rate which Altair Engineering Inc. measure through billings, primarily derived from annual renewals of Altair Engineering Inc.'s existing subscription customer agreements. Altair Engineering Inc. calculate Altair Engineering Inc.'s recurring software license rate for a particular period by dividing (i) the sum of software term-based license billings, software license maintenance billings, and 20% of software perpetual license billings which Altair Engineering Inc. believe approximates maintenance as an element of the arrangement by (ii) the total software license, including all term-based subscriptions, maintenance and perpetual license billings from all customers for that period. Altair Engineering Inc.'s recurring software license rate was 92% for the year ended December 31, 2020, 87%, for the year ended December 31, 2019, and 89% for each of the years ended December 31, 2018 and 2017.\nLiquidity and capital resources\nAltair Engineering Inc.'s principal sources of liquidity have been the net payments received from global customers using Altair Engineering Inc.'s software and services and proceeds from Altair Engineering Inc.'s initial public offering, follow-on offering and Altair Engineering Inc.'s convertible debt offering, as well as periodic draws on Altair Engineering Inc.'s credit facilities, when needed."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How has Altair Engineering Inc.'s recurring software license rate changed over the past three years?", 'gt_answer': "Altair Engineering Inc.'s recurring software license rate has varied over the past three years. It was 92% for the year ended December 31, 2020, 87% for the year ended December 31, 2019, and 89% for each of the years ended December 31, 2018 and 2017.", 'gt_context': "$\n36,230\nCapital expenditures\n(6,093\n)\n(9,660\n)\n(6,659\n)\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571\nRecurring Software License Rate. A key factor to Altair Engineering Inc.'s success is Altair Engineering Inc.'s recurring software license rate which Altair Engineering Inc. measure through billings, primarily derived from annual renewals of Altair Engineering Inc.'s existing subscription customer agreements. Altair Engineering Inc. calculate Altair Engineering Inc.'s recurring software license rate for a particular period by dividing (i) the sum of software term-based license billings, software license maintenance billings, and 20% of software perpetual license billings which Altair Engineering Inc. believe approximates maintenance as an element of the arrangement by (ii) the total software license, including all term-based subscriptions, maintenance and perpetual license billings from all customers for that period. Altair Engineering Inc.'s recurring software license rate was 92% for the year ended December 31, 2020, 87%, for the year ended December 31, 2019, and 89% for each of the years ended December 31, 2018 and 2017.\nLiquidity and capital resources\nAltair Engineering Inc.'s principal sources of liquidity have been the net payments received from global customers using Altair Engineering Inc.'s software and services and proceeds from Altair Engineering Inc.'s initial public offering, follow-on offering and Altair Engineering Inc.'s convertible debt offering, as well as periodic draws on Altair Engineering Inc.'s credit facilities, when needed."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the principal sources of liquidity for Altair Engineering Inc.?', 'gt_answer': "Altair Engineering Inc.'s principal sources of liquidity are the net payments received from global customers using their software and services, proceeds from their initial public offering, follow-on offering, and convertible debt offering, as well as periodic draws on their credit facilities when needed.", 'gt_context': "$\n36,230\nCapital expenditures\n(6,093\n)\n(9,660\n)\n(6,659\n)\nFree Cash Flow\n$\n26,789\n$\n21,733\n$\n29,571\nRecurring Software License Rate. A key factor to Altair Engineering Inc.'s success is Altair Engineering Inc.'s recurring software license rate which Altair Engineering Inc. measure through billings, primarily derived from annual renewals of Altair Engineering Inc.'s existing subscription customer agreements. Altair Engineering Inc. calculate Altair Engineering Inc.'s recurring software license rate for a particular period by dividing (i) the sum of software term-based license billings, software license maintenance billings, and 20% of software perpetual license billings which Altair Engineering Inc. believe approximates maintenance as an element of the arrangement by (ii) the total software license, including all term-based subscriptions, maintenance and perpetual license billings from all customers for that period. Altair Engineering Inc.'s recurring software license rate was 92% for the year ended December 31, 2020, 87%, for the year ended December 31, 2019, and 89% for each of the years ended December 31, 2018 and 2017.\nLiquidity and capital resources\nAltair Engineering Inc.'s principal sources of liquidity have been the net payments received from global customers using Altair Engineering Inc.'s software and services and proceeds from Altair Engineering Inc.'s initial public offering, follow-on offering and Altair Engineering Inc.'s convertible debt offering, as well as periodic draws on Altair Engineering Inc.'s credit facilities, when needed."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the critical accounting policies and estimates that Altair Engineering Inc. considers significant in preparing its financial statements?', 'gt_answer': 'Altair Engineering Inc. considers revenue recognition as a critical accounting policy and estimate that significantly impacts the reported amounts of assets and liabilities, as well as the disclosure of contingent assets and liabilities at the date of the financial statements, and the reported revenues generated and expenses incurred during the reporting periods.', 'gt_context': "Critical accounting policies and estimates\nAltair Engineering Inc.'s management’s discussion and analysis of Altair Engineering Inc.'s financial condition and results of operations is based on Altair Engineering Inc.'s financial statements, which have been prepared in accordance with GAAP. The preparation of these financial statements requires Altair Engineering Inc. to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities at the date of the financial statements, as well as the reported revenues generated and expenses incurred during the reporting periods. Altair Engineering Inc.'s estimates are based on Altair Engineering Inc.'s historical experience and on various other factors that Altair Engineering Inc. believe are reasonable under the circumstances, the results of which form the basis for making judgments about the carrying value of assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates under different assumptions or conditions. Altair Engineering Inc. believe that the accounting policies discussed below are critical to understanding Altair Engineering Inc.'s historical and future performance, as these policies relate to the more significant areas involving management’s judgments and estimates. For further discussion on Altair Engineering Inc.'s significant accounting policies, see Note 2 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nRevenue recognition"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. determine the estimates and assumptions used in its revenue recognition policy?', 'gt_answer': 'Altair Engineering Inc. determines the estimates and assumptions used in its revenue recognition policy based on its historical experience and various other factors that it believes are reasonable under the circumstances.', 'gt_context': "Critical accounting policies and estimates\nAltair Engineering Inc.'s management’s discussion and analysis of Altair Engineering Inc.'s financial condition and results of operations is based on Altair Engineering Inc.'s financial statements, which have been prepared in accordance with GAAP. The preparation of these financial statements requires Altair Engineering Inc. to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities at the date of the financial statements, as well as the reported revenues generated and expenses incurred during the reporting periods. Altair Engineering Inc.'s estimates are based on Altair Engineering Inc.'s historical experience and on various other factors that Altair Engineering Inc. believe are reasonable under the circumstances, the results of which form the basis for making judgments about the carrying value of assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates under different assumptions or conditions. Altair Engineering Inc. believe that the accounting policies discussed below are critical to understanding Altair Engineering Inc.'s historical and future performance, as these policies relate to the more significant areas involving management’s judgments and estimates. For further discussion on Altair Engineering Inc.'s significant accounting policies, see Note 2 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nRevenue recognition"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the potential impact of changes in estimates and assumptions on Altair Engineering Inc.'s financial statements?", 'gt_answer': "Changes in estimates and assumptions used in Altair Engineering Inc.'s revenue recognition policy could result in actual results differing from the reported amounts, which could materially affect the company's financial condition and results of operations.", 'gt_context': "Critical accounting policies and estimates\nAltair Engineering Inc.'s management’s discussion and analysis of Altair Engineering Inc.'s financial condition and results of operations is based on Altair Engineering Inc.'s financial statements, which have been prepared in accordance with GAAP. The preparation of these financial statements requires Altair Engineering Inc. to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities at the date of the financial statements, as well as the reported revenues generated and expenses incurred during the reporting periods. Altair Engineering Inc.'s estimates are based on Altair Engineering Inc.'s historical experience and on various other factors that Altair Engineering Inc. believe are reasonable under the circumstances, the results of which form the basis for making judgments about the carrying value of assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates under different assumptions or conditions. Altair Engineering Inc. believe that the accounting policies discussed below are critical to understanding Altair Engineering Inc.'s historical and future performance, as these policies relate to the more significant areas involving management’s judgments and estimates. For further discussion on Altair Engineering Inc.'s significant accounting policies, see Note 2 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nRevenue recognition"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue from term-based software licenses?', 'gt_answer': 'Altair Engineering Inc. recognizes revenue from term-based software licenses as license software revenue. The license component is recognized upon the later of delivery of the licensed product or the beginning of the license period. The PCS component is classified as maintenance revenue and is recognized ratably over the term of the contract.', 'gt_context': "Revenue from term-based software licenses is classified as license software revenue. Term-based licenses are sold only as a bundled arrangement that includes the rights to a term software license and PCS, which includes unspecified technical enhancements and customer support. Maximizing the use of observable inputs, Altair Engineering Inc. determined that a majority of the estimated standalone selling price of the term-based license is attributable to the term license and a minority is attributable to the PCS. The license component is recognized as revenue upon the later of delivery of the licensed product or the beginning of the license period. The PCS is classified as maintenance revenue and is recognized ratably over the term of the contract, as Altair Engineering Inc. provide the PCS benefit over time.\nIn addition to term-based software licenses, Altair Engineering Inc. sell perpetual licenses. Typically, Altair Engineering Inc.'s perpetual licenses are sold with PCS, which includes unspecified technical enhancements and customer support. Revenue from the software component is classified as license software revenue and is recognized upon the later of delivery of the licensed product or the beginning of the license period. Altair Engineering Inc. allocate values in bundled perpetual and PCS arrangements based on the standalone selling prices of the perpetual license and PCS. Revenue from PCS is classified as maintenance revenue and is recognized ratably over the term of the contract, as Altair Engineering Inc. satisfy the PCS performance obligation over time."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the revenue recognition policy for perpetual licenses sold by Altair Engineering Inc.?', 'gt_answer': 'For perpetual licenses sold by Altair Engineering Inc., the software component is classified as license software revenue and is recognized upon the later of delivery of the licensed product or the beginning of the license period. The PCS component is classified as maintenance revenue and is recognized ratably over the term of the contract.', 'gt_context': "Revenue from term-based software licenses is classified as license software revenue. Term-based licenses are sold only as a bundled arrangement that includes the rights to a term software license and PCS, which includes unspecified technical enhancements and customer support. Maximizing the use of observable inputs, Altair Engineering Inc. determined that a majority of the estimated standalone selling price of the term-based license is attributable to the term license and a minority is attributable to the PCS. The license component is recognized as revenue upon the later of delivery of the licensed product or the beginning of the license period. The PCS is classified as maintenance revenue and is recognized ratably over the term of the contract, as Altair Engineering Inc. provide the PCS benefit over time.\nIn addition to term-based software licenses, Altair Engineering Inc. sell perpetual licenses. Typically, Altair Engineering Inc.'s perpetual licenses are sold with PCS, which includes unspecified technical enhancements and customer support. Revenue from the software component is classified as license software revenue and is recognized upon the later of delivery of the licensed product or the beginning of the license period. Altair Engineering Inc. allocate values in bundled perpetual and PCS arrangements based on the standalone selling prices of the perpetual license and PCS. Revenue from PCS is classified as maintenance revenue and is recognized ratably over the term of the contract, as Altair Engineering Inc. satisfy the PCS performance obligation over time."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. allocate values in bundled perpetual and PCS arrangements?', 'gt_answer': 'Altair Engineering Inc. allocates values in bundled perpetual and PCS arrangements based on the standalone selling prices of the perpetual license and PCS.', 'gt_context': "Revenue from term-based software licenses is classified as license software revenue. Term-based licenses are sold only as a bundled arrangement that includes the rights to a term software license and PCS, which includes unspecified technical enhancements and customer support. Maximizing the use of observable inputs, Altair Engineering Inc. determined that a majority of the estimated standalone selling price of the term-based license is attributable to the term license and a minority is attributable to the PCS. The license component is recognized as revenue upon the later of delivery of the licensed product or the beginning of the license period. The PCS is classified as maintenance revenue and is recognized ratably over the term of the contract, as Altair Engineering Inc. provide the PCS benefit over time.\nIn addition to term-based software licenses, Altair Engineering Inc. sell perpetual licenses. Typically, Altair Engineering Inc.'s perpetual licenses are sold with PCS, which includes unspecified technical enhancements and customer support. Revenue from the software component is classified as license software revenue and is recognized upon the later of delivery of the licensed product or the beginning of the license period. Altair Engineering Inc. allocate values in bundled perpetual and PCS arrangements based on the standalone selling prices of the perpetual license and PCS. Revenue from PCS is classified as maintenance revenue and is recognized ratably over the term of the contract, as Altair Engineering Inc. satisfy the PCS performance obligation over time."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What types of assets are excluded from the collateral securing the 2019 Amended Credit Agreement for Altair Engineering Inc.?', 'gt_answer': 'The 2019 Amended Credit Agreement excludes patents, copyrights, patent applications, copyright applications, trade secrets, and software products from the collateral securing the agreement.', 'gt_context': "The 2019 Amended Credit Agreement is secured by collateral including (i) substantially all of Altair Engineering Inc.'s properties and assets, and the properties and assets of Altair Engineering Inc.'s domestic subsidiaries but excluding any patents, copyrights, patent applications or copyright applications or any trade secrets or software products and (ii) pledges of the equity interests in all present and future domestic subsidiaries (subject to certain exceptions as provided for under the 2019 Amended Credit Agreement). Altair Engineering Inc.'s direct and indirect domestic subsidiaries are guarantors of all of the obligations under the 2019 Amended Credit Agreement. In addition, the 2019 Amended Credit Agreement contains financial covenants which require, as of the end of each fiscal quarter, the maintenance of a minimum Interest Coverage Ratio of 3.0 to 1.0 a maximum Senior Secured Leverage Ratio of 3.0 to 1.0 and a maximum net Leverage Ratio of 5.0 to 1.0, as such terms are defined in the 2019 Amended Credit Agreement. At December 31, 2020, Altair Engineering Inc. were in compliance with all financial\ncovenants. For additional information about the 2019 Amended Credit Agreement, see Note 7 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nCash flows\nAs of December 31, 2020 and 2019, respectively, Altair Engineering Inc. had an aggregate of cash and cash equivalents of $241.2 million and $223.1 million, which Altair Engineering Inc. held for working capital purposes, acquisitions, and capital expenditures. At December 31, 2020 and 2019, respectively, $187.9 million and $180.5 million of this aggregate amount was held in the United States, and $45.7 million and $35.1 million was held in the APAC and EMEA regions with the remainder held in Canada, Mexico, and South America."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'Which financial covenants must Altair Engineering Inc. maintain as of the end of each fiscal quarter under the 2019 Amended Credit Agreement?', 'gt_answer': 'Altair Engineering Inc. must maintain a minimum Interest Coverage Ratio of 3.0 to 1.0, a maximum Senior Secured Leverage Ratio of 3.0 to 1.0, and a maximum Net Leverage Ratio of 5.0 to 1.0 as of the end of each fiscal quarter under the 2019 Amended Credit Agreement.', 'gt_context': "The 2019 Amended Credit Agreement is secured by collateral including (i) substantially all of Altair Engineering Inc.'s properties and assets, and the properties and assets of Altair Engineering Inc.'s domestic subsidiaries but excluding any patents, copyrights, patent applications or copyright applications or any trade secrets or software products and (ii) pledges of the equity interests in all present and future domestic subsidiaries (subject to certain exceptions as provided for under the 2019 Amended Credit Agreement). Altair Engineering Inc.'s direct and indirect domestic subsidiaries are guarantors of all of the obligations under the 2019 Amended Credit Agreement. In addition, the 2019 Amended Credit Agreement contains financial covenants which require, as of the end of each fiscal quarter, the maintenance of a minimum Interest Coverage Ratio of 3.0 to 1.0 a maximum Senior Secured Leverage Ratio of 3.0 to 1.0 and a maximum net Leverage Ratio of 5.0 to 1.0, as such terms are defined in the 2019 Amended Credit Agreement. At December 31, 2020, Altair Engineering Inc. were in compliance with all financial\ncovenants. For additional information about the 2019 Amended Credit Agreement, see Note 7 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nCash flows\nAs of December 31, 2020 and 2019, respectively, Altair Engineering Inc. had an aggregate of cash and cash equivalents of $241.2 million and $223.1 million, which Altair Engineering Inc. held for working capital purposes, acquisitions, and capital expenditures. At December 31, 2020 and 2019, respectively, $187.9 million and $180.5 million of this aggregate amount was held in the United States, and $45.7 million and $35.1 million was held in the APAC and EMEA regions with the remainder held in Canada, Mexico, and South America."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How much of Altair Engineering Inc.'s cash and cash equivalents were held in the United States as of December 31, 2020 and 2019?", 'gt_answer': 'As of December 31, 2020 and 2019, Altair Engineering Inc. held $187.9 million and $180.5 million, respectively, of its cash and cash equivalents in the United States.', 'gt_context': "The 2019 Amended Credit Agreement is secured by collateral including (i) substantially all of Altair Engineering Inc.'s properties and assets, and the properties and assets of Altair Engineering Inc.'s domestic subsidiaries but excluding any patents, copyrights, patent applications or copyright applications or any trade secrets or software products and (ii) pledges of the equity interests in all present and future domestic subsidiaries (subject to certain exceptions as provided for under the 2019 Amended Credit Agreement). Altair Engineering Inc.'s direct and indirect domestic subsidiaries are guarantors of all of the obligations under the 2019 Amended Credit Agreement. In addition, the 2019 Amended Credit Agreement contains financial covenants which require, as of the end of each fiscal quarter, the maintenance of a minimum Interest Coverage Ratio of 3.0 to 1.0 a maximum Senior Secured Leverage Ratio of 3.0 to 1.0 and a maximum net Leverage Ratio of 5.0 to 1.0, as such terms are defined in the 2019 Amended Credit Agreement. At December 31, 2020, Altair Engineering Inc. were in compliance with all financial\ncovenants. For additional information about the 2019 Amended Credit Agreement, see Note 7 in the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.\nCash flows\nAs of December 31, 2020 and 2019, respectively, Altair Engineering Inc. had an aggregate of cash and cash equivalents of $241.2 million and $223.1 million, which Altair Engineering Inc. held for working capital purposes, acquisitions, and capital expenditures. At December 31, 2020 and 2019, respectively, $187.9 million and $180.5 million of this aggregate amount was held in the United States, and $45.7 million and $35.1 million was held in the APAC and EMEA regions with the remainder held in Canada, Mexico, and South America."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary source of cash inflows for Altair Engineering Inc. in the year ended December 31, 2019?', 'gt_answer': 'The primary source of cash inflows for Altair Engineering Inc. in the year ended December 31, 2019 is net cash provided by operating activities, which amounted to $32,882 thousand.', 'gt_context': "Other than statutory limitations, there are no significant restrictions on the ability of Altair Engineering Inc.'s subsidiaries to pay dividends or make other distributions to Altair. Based on Altair Engineering Inc.'s current liquidity needs and repatriation strategies, Altair Engineering Inc. expect that Altair Engineering Inc. can manage Altair Engineering Inc.'s global liquidity needs without material adverse tax implications. The 2017 changes in U.S. tax law could materially affect Altair Engineering Inc.'s tax obligations. For further discussion, please see “Item 1A. Risk Factors - New legislations or tax-reform policies that would change U.S. or foreign taxation of international business activities, including uncertainties in the interpretation and application of the 2017 Tax Cuts and Jobs Act, could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate.”\nThe following table summarizes Altair Engineering Inc.'s cash flows for the periods indicated:\nYear ended December 31,\n(in thousands)\n2019 (1)\n2018 (1)\nNet cash provided by operating activities\n$\n32,882\n$\n31,393\n$\n36,230\nNet cash used in investing activities\n(49,092\n)\n(35,839\n)\n(206,210\n)\nNet cash provided by financing activities\n31,250\n191,916\n167,530\nEffect of exchange rate changes on cash, cash equivalents and restricted cash\n3,010\n(1,443\n)\nNet increase (decrease) in cash, cash equivalents and restricted cash\n$\n18,050\n$\n187,812\n$\n(3,893\n)\n_____________________________\n(1)\nFor information regarding a comparison of net cash provided/used in operating activities, investing activities and financing activities for the years ended December 31, 2019 and 2018, please see Item 7 of Altair Engineering Inc.'s Annual Report on Form 10-K for the year ended December 31, 2019.\nNet cash provided by operating activities"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How did the net cash used in investing activities change for Altair Engineering Inc. between the years ended December 31, 2018 and 2019?', 'gt_answer': 'The net cash used in investing activities for Altair Engineering Inc. increased from $35,839 thousand in the year ended December 31, 2018 to $49,092 thousand in the year ended December 31, 2019.', 'gt_context': "Other than statutory limitations, there are no significant restrictions on the ability of Altair Engineering Inc.'s subsidiaries to pay dividends or make other distributions to Altair. Based on Altair Engineering Inc.'s current liquidity needs and repatriation strategies, Altair Engineering Inc. expect that Altair Engineering Inc. can manage Altair Engineering Inc.'s global liquidity needs without material adverse tax implications. The 2017 changes in U.S. tax law could materially affect Altair Engineering Inc.'s tax obligations. For further discussion, please see “Item 1A. Risk Factors - New legislations or tax-reform policies that would change U.S. or foreign taxation of international business activities, including uncertainties in the interpretation and application of the 2017 Tax Cuts and Jobs Act, could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate.”\nThe following table summarizes Altair Engineering Inc.'s cash flows for the periods indicated:\nYear ended December 31,\n(in thousands)\n2019 (1)\n2018 (1)\nNet cash provided by operating activities\n$\n32,882\n$\n31,393\n$\n36,230\nNet cash used in investing activities\n(49,092\n)\n(35,839\n)\n(206,210\n)\nNet cash provided by financing activities\n31,250\n191,916\n167,530\nEffect of exchange rate changes on cash, cash equivalents and restricted cash\n3,010\n(1,443\n)\nNet increase (decrease) in cash, cash equivalents and restricted cash\n$\n18,050\n$\n187,812\n$\n(3,893\n)\n_____________________________\n(1)\nFor information regarding a comparison of net cash provided/used in operating activities, investing activities and financing activities for the years ended December 31, 2019 and 2018, please see Item 7 of Altair Engineering Inc.'s Annual Report on Form 10-K for the year ended December 31, 2019.\nNet cash provided by operating activities"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What potential impact could the 2017 changes in U.S. tax law have on Altair Engineering Inc.'s tax obligations?", 'gt_answer': "The 2017 changes in U.S. tax law could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate, as discussed in the 'Item 1A. Risk Factors' section of their Annual Report on Form 10-K.", 'gt_context': "Other than statutory limitations, there are no significant restrictions on the ability of Altair Engineering Inc.'s subsidiaries to pay dividends or make other distributions to Altair. Based on Altair Engineering Inc.'s current liquidity needs and repatriation strategies, Altair Engineering Inc. expect that Altair Engineering Inc. can manage Altair Engineering Inc.'s global liquidity needs without material adverse tax implications. The 2017 changes in U.S. tax law could materially affect Altair Engineering Inc.'s tax obligations. For further discussion, please see “Item 1A. Risk Factors - New legislations or tax-reform policies that would change U.S. or foreign taxation of international business activities, including uncertainties in the interpretation and application of the 2017 Tax Cuts and Jobs Act, could materially affect Altair Engineering Inc.'s tax obligations and effective tax rate.”\nThe following table summarizes Altair Engineering Inc.'s cash flows for the periods indicated:\nYear ended December 31,\n(in thousands)\n2019 (1)\n2018 (1)\nNet cash provided by operating activities\n$\n32,882\n$\n31,393\n$\n36,230\nNet cash used in investing activities\n(49,092\n)\n(35,839\n)\n(206,210\n)\nNet cash provided by financing activities\n31,250\n191,916\n167,530\nEffect of exchange rate changes on cash, cash equivalents and restricted cash\n3,010\n(1,443\n)\nNet increase (decrease) in cash, cash equivalents and restricted cash\n$\n18,050\n$\n187,812\n$\n(3,893\n)\n_____________________________\n(1)\nFor information regarding a comparison of net cash provided/used in operating activities, investing activities and financing activities for the years ended December 31, 2019 and 2018, please see Item 7 of Altair Engineering Inc.'s Annual Report on Form 10-K for the year ended December 31, 2019.\nNet cash provided by operating activities"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. determine the estimated fair values of intangible assets acquired?', 'gt_answer': 'Altair Engineering Inc. uses an income approach to determine the fair value of intangible assets acquired, considering future expected cash flows from product sales, customer contracts, and acquired technologies, as well as expenses to operate the acquired business and discount rates. They also engage independent third-party valuation specialists when necessary.', 'gt_context': 'Altair Engineering Inc. determine the estimated fair values using information available to Altair Engineering Inc. and engage independent third-party valuation specialists when necessary. Altair Engineering Inc. generally use an income approach to determine the fair value of intangible assets acquired. Estimating fair values can be complex and subject to significant business judgment. Critical estimates in valuing certain of the intangible assets Altair Engineering Inc. have acquired include, but are not limited to, future expected cash flows from product sales, customer contracts and acquired technologies, expenses to operate the acquired business, and discount rates. Unanticipated events and circumstances may occur that could affect either the accuracy or validity of such assumptions, estimates or actual results. Although Altair Engineering Inc. believe the assumptions and estimates Altair Engineering Inc. have made in the past have been reasonable and appropriate, these estimates are based on historical experience and information obtained from the management of the acquired companies and are inherently uncertain.\nAccounting for income taxes'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the critical estimates involved in valuing intangible assets acquired by Altair Engineering Inc.?', 'gt_answer': 'Critical estimates in valuing intangible assets acquired by Altair Engineering Inc. include future expected cash flows from product sales, customer contracts, and acquired technologies, expenses to operate the acquired business, and discount rates.', 'gt_context': 'Altair Engineering Inc. determine the estimated fair values using information available to Altair Engineering Inc. and engage independent third-party valuation specialists when necessary. Altair Engineering Inc. generally use an income approach to determine the fair value of intangible assets acquired. Estimating fair values can be complex and subject to significant business judgment. Critical estimates in valuing certain of the intangible assets Altair Engineering Inc. have acquired include, but are not limited to, future expected cash flows from product sales, customer contracts and acquired technologies, expenses to operate the acquired business, and discount rates. Unanticipated events and circumstances may occur that could affect either the accuracy or validity of such assumptions, estimates or actual results. Although Altair Engineering Inc. believe the assumptions and estimates Altair Engineering Inc. have made in the past have been reasonable and appropriate, these estimates are based on historical experience and information obtained from the management of the acquired companies and are inherently uncertain.\nAccounting for income taxes'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. address the inherent uncertainty in estimating fair values of intangible assets?', 'gt_answer': 'Altair Engineering Inc. acknowledges the inherent uncertainty in estimating fair values of intangible assets and relies on historical experience and information obtained from the management of the acquired companies. They also continuously monitor and assess the reasonableness and appropriateness of their assumptions and estimates.', 'gt_context': 'Altair Engineering Inc. determine the estimated fair values using information available to Altair Engineering Inc. and engage independent third-party valuation specialists when necessary. Altair Engineering Inc. generally use an income approach to determine the fair value of intangible assets acquired. Estimating fair values can be complex and subject to significant business judgment. Critical estimates in valuing certain of the intangible assets Altair Engineering Inc. have acquired include, but are not limited to, future expected cash flows from product sales, customer contracts and acquired technologies, expenses to operate the acquired business, and discount rates. Unanticipated events and circumstances may occur that could affect either the accuracy or validity of such assumptions, estimates or actual results. Although Altair Engineering Inc. believe the assumptions and estimates Altair Engineering Inc. have made in the past have been reasonable and appropriate, these estimates are based on historical experience and information obtained from the management of the acquired companies and are inherently uncertain.\nAccounting for income taxes'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What factors does Altair Engineering Inc. consider when determining the valuation allowance for its deferred tax assets?', 'gt_answer': 'Altair Engineering Inc. considers its estimates of taxable income for jurisdictions in which it operates and the period over which its deferred tax assets may be recoverable.', 'gt_context': "The valuation allowance is based on Altair Engineering Inc.'s estimates of taxable income for jurisdictions in which Altair Engineering Inc. operate and the period over which Altair Engineering Inc.'s deferred tax assets may be recoverable. Historically, Altair Engineering Inc. have had substantial United States tax credit carryforwards which began to expire in 2018. The ability to utilize these DTAs is highly dependent upon Altair Engineering Inc.'s ability to generate taxable income in the United States in the future.\nAltair Engineering Inc. apply a more-likely-than-not recognition threshold to Altair Engineering Inc.'s accounting for tax uncertainties. Altair Engineering Inc. review all of Altair Engineering Inc.'s tax positions and make determinations as to whether Altair Engineering Inc.'s tax positions are more likely than not to be sustained upon examination by the relevant taxing authorities. Only those benefits, or exposures, that have a greater than fifty percent likelihood of being sustained upon examination by taxing authorities are recognized. Interest and penalties related to uncertain tax positions are recorded in income tax expense (benefit) in the consolidated statements of operations.\nRecently issued accounting pronouncements\nFor information regarding recent accounting guidance and the impact of this guidance on Altair Engineering Inc.'s consolidated financial statements, see Note 2 of the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K, which is incorporated by reference."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. account for tax uncertainties in its financial statements?', 'gt_answer': 'Altair Engineering Inc. applies a more-likely-than-not recognition threshold to its accounting for tax uncertainties. It reviews all of its tax positions and makes determinations as to whether they are more likely than not to be sustained upon examination by the relevant taxing authorities. Only those benefits, or exposures, that have a greater than fifty percent likelihood of being sustained upon examination by taxing authorities are recognized.', 'gt_context': "The valuation allowance is based on Altair Engineering Inc.'s estimates of taxable income for jurisdictions in which Altair Engineering Inc. operate and the period over which Altair Engineering Inc.'s deferred tax assets may be recoverable. Historically, Altair Engineering Inc. have had substantial United States tax credit carryforwards which began to expire in 2018. The ability to utilize these DTAs is highly dependent upon Altair Engineering Inc.'s ability to generate taxable income in the United States in the future.\nAltair Engineering Inc. apply a more-likely-than-not recognition threshold to Altair Engineering Inc.'s accounting for tax uncertainties. Altair Engineering Inc. review all of Altair Engineering Inc.'s tax positions and make determinations as to whether Altair Engineering Inc.'s tax positions are more likely than not to be sustained upon examination by the relevant taxing authorities. Only those benefits, or exposures, that have a greater than fifty percent likelihood of being sustained upon examination by taxing authorities are recognized. Interest and penalties related to uncertain tax positions are recorded in income tax expense (benefit) in the consolidated statements of operations.\nRecently issued accounting pronouncements\nFor information regarding recent accounting guidance and the impact of this guidance on Altair Engineering Inc.'s consolidated financial statements, see Note 2 of the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K, which is incorporated by reference."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What impact do recent accounting pronouncements have on Altair Engineering Inc.'s consolidated financial statements?", 'gt_answer': "For information regarding recent accounting guidance and the impact of this guidance on Altair Engineering Inc.'s consolidated financial statements, see Note 2 of the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K.", 'gt_context': "The valuation allowance is based on Altair Engineering Inc.'s estimates of taxable income for jurisdictions in which Altair Engineering Inc. operate and the period over which Altair Engineering Inc.'s deferred tax assets may be recoverable. Historically, Altair Engineering Inc. have had substantial United States tax credit carryforwards which began to expire in 2018. The ability to utilize these DTAs is highly dependent upon Altair Engineering Inc.'s ability to generate taxable income in the United States in the future.\nAltair Engineering Inc. apply a more-likely-than-not recognition threshold to Altair Engineering Inc.'s accounting for tax uncertainties. Altair Engineering Inc. review all of Altair Engineering Inc.'s tax positions and make determinations as to whether Altair Engineering Inc.'s tax positions are more likely than not to be sustained upon examination by the relevant taxing authorities. Only those benefits, or exposures, that have a greater than fifty percent likelihood of being sustained upon examination by taxing authorities are recognized. Interest and penalties related to uncertain tax positions are recorded in income tax expense (benefit) in the consolidated statements of operations.\nRecently issued accounting pronouncements\nFor information regarding recent accounting guidance and the impact of this guidance on Altair Engineering Inc.'s consolidated financial statements, see Note 2 of the Notes to consolidated financial statements in Item 15, Part IV of this Annual Report on Form 10-K, which is incorporated by reference."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue from the sale of LED products?', 'gt_answer': 'Altair Engineering Inc. recognizes revenue from the sale of LED products when all revenue recognition criteria are met, which is generally when the products are delivered to resellers or to end customers. Sales returns, which reduce revenue and cost of revenue, are estimated using historical experience.', 'gt_context': 'Other\nOther revenue includes product revenue from the sale of LED products primarily for the replacement of fluorescent tubes. Revenue from the sale of LED products is recognized when all revenue recognition criteria stated above are met, which is generally when the products are delivered to resellers or to end customers. Sales returns, which reduce revenue and cost of revenue, are estimated using historical experience.\nAcquisitions\nAltair Engineering Inc. account for acquisitions of entities that include inputs and processes and have the ability to create outputs as business combinations. Altair Engineering Inc. allocate the fair value of purchase consideration of acquired businesses to the identifiable tangible and intangible assets acquired and liabilities assumed in the transaction based upon their estimated fair values as of the acquisition date. The excess of the purchase price over those fair values is recorded as goodwill. During the measurement period, which may be up to one year from the acquisition date, Altair Engineering Inc. may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to the consolidated statements of operations.'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. account for acquisitions of entities that include inputs, processes, and the ability to create outputs?', 'gt_answer': 'Altair Engineering Inc. accounts for such acquisitions as business combinations. They allocate the fair value of purchase consideration of acquired businesses to the identifiable tangible and intangible assets acquired and liabilities assumed in the transaction based upon their estimated fair values as of the acquisition date. The excess of the purchase price over those fair values is recorded as goodwill.', 'gt_context': 'Other\nOther revenue includes product revenue from the sale of LED products primarily for the replacement of fluorescent tubes. Revenue from the sale of LED products is recognized when all revenue recognition criteria stated above are met, which is generally when the products are delivered to resellers or to end customers. Sales returns, which reduce revenue and cost of revenue, are estimated using historical experience.\nAcquisitions\nAltair Engineering Inc. account for acquisitions of entities that include inputs and processes and have the ability to create outputs as business combinations. Altair Engineering Inc. allocate the fair value of purchase consideration of acquired businesses to the identifiable tangible and intangible assets acquired and liabilities assumed in the transaction based upon their estimated fair values as of the acquisition date. The excess of the purchase price over those fair values is recorded as goodwill. During the measurement period, which may be up to one year from the acquisition date, Altair Engineering Inc. may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to the consolidated statements of operations.'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the significance of the measurement period in Altair Engineering Inc.'s acquisition accounting process?", 'gt_answer': 'During the measurement period, which may be up to one year from the acquisition date, Altair Engineering Inc. may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to the consolidated statements of operations.', 'gt_context': 'Other\nOther revenue includes product revenue from the sale of LED products primarily for the replacement of fluorescent tubes. Revenue from the sale of LED products is recognized when all revenue recognition criteria stated above are met, which is generally when the products are delivered to resellers or to end customers. Sales returns, which reduce revenue and cost of revenue, are estimated using historical experience.\nAcquisitions\nAltair Engineering Inc. account for acquisitions of entities that include inputs and processes and have the ability to create outputs as business combinations. Altair Engineering Inc. allocate the fair value of purchase consideration of acquired businesses to the identifiable tangible and intangible assets acquired and liabilities assumed in the transaction based upon their estimated fair values as of the acquisition date. The excess of the purchase price over those fair values is recorded as goodwill. During the measurement period, which may be up to one year from the acquisition date, Altair Engineering Inc. may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to the consolidated statements of operations.'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue from transactions with channel partners?', 'gt_answer': 'Altair Engineering Inc. recognizes revenue from transactions with channel partners in a manner consistent with direct sales, for both perpetual and term-based licenses. The revenue recognized is the amount remitted to Altair Engineering Inc. by the channel partners, which includes a fee for PCS that is recognized over the period that PCS is to be provided.', 'gt_context': "Altair Engineering Inc. also execute arrangements through indirect channel partners in which the channel partners are authorized to market and distribute Altair Engineering Inc.'s software products to end users of Altair Engineering Inc.'s products and services in specified territories. In sales facilitated by channel partners, the channel partner generally bears the risk of collection from the end-user customer. Altair Engineering Inc. recognize revenue from transactions with channel partners in a manner consistent with the direct sales described above for both perpetual and term-based licenses. Revenue from channel partner transactions is the amount remitted to Altair Engineering Inc. by the channel partners. This amount includes a fee for PCS that is compensation for providing technical enhancements and the second level of technical support to the end user, which is recognized over the period that PCS is to be provided. Altair Engineering Inc. do not offer right of return, product rotation or price protection to any of its channel partners.\nSome of Altair Engineering Inc.'s contracts with customers contain multiple performance obligations. Judgment is required in determining whether each performance obligation is distinct. Altair Engineering Inc. allocate the transaction price for each contract to each performance obligation based on the relative standalone selling price, or SSP, for each performance obligation within each contract. The SSP is the price that Altair Engineering Inc. would sell a promised service separately to one of Altair Engineering Inc.'s customers. Judgment is required to determine the SSP for each distinct performance obligation. Altair Engineering Inc. estimate SSP using information such as past transactions, internally approved pricing guidelines related to the performance obligations and other information reasonably available to Altair Engineering Inc.."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the key considerations for Altair Engineering Inc. when allocating the transaction price to each performance obligation in contracts with multiple performance obligations?', 'gt_answer': 'Altair Engineering Inc. allocates the transaction price for each contract to each performance obligation based on the relative standalone selling price (SSP) for each performance obligation within each contract. The SSP is estimated using information such as past transactions, internally approved pricing guidelines related to the performance obligations, and other information reasonably available to Altair Engineering Inc.', 'gt_context': "Altair Engineering Inc. also execute arrangements through indirect channel partners in which the channel partners are authorized to market and distribute Altair Engineering Inc.'s software products to end users of Altair Engineering Inc.'s products and services in specified territories. In sales facilitated by channel partners, the channel partner generally bears the risk of collection from the end-user customer. Altair Engineering Inc. recognize revenue from transactions with channel partners in a manner consistent with the direct sales described above for both perpetual and term-based licenses. Revenue from channel partner transactions is the amount remitted to Altair Engineering Inc. by the channel partners. This amount includes a fee for PCS that is compensation for providing technical enhancements and the second level of technical support to the end user, which is recognized over the period that PCS is to be provided. Altair Engineering Inc. do not offer right of return, product rotation or price protection to any of its channel partners.\nSome of Altair Engineering Inc.'s contracts with customers contain multiple performance obligations. Judgment is required in determining whether each performance obligation is distinct. Altair Engineering Inc. allocate the transaction price for each contract to each performance obligation based on the relative standalone selling price, or SSP, for each performance obligation within each contract. The SSP is the price that Altair Engineering Inc. would sell a promised service separately to one of Altair Engineering Inc.'s customers. Judgment is required to determine the SSP for each distinct performance obligation. Altair Engineering Inc. estimate SSP using information such as past transactions, internally approved pricing guidelines related to the performance obligations and other information reasonably available to Altair Engineering Inc.."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are the critical accounting judgments that could have a significant impact on Altair Engineering Inc.'s financial statements?", 'gt_answer': 'Critical accounting judgments for Altair Engineering Inc. include estimates and assumptions related to revenue recognition, such as the allocation of transaction price to performance obligations in contracts with multiple performance obligations. These accounting judgments can have a significant impact on the numbers in the financial statements, such as assets, costs, and net income.', 'gt_context': "Altair Engineering Inc. also execute arrangements through indirect channel partners in which the channel partners are authorized to market and distribute Altair Engineering Inc.'s software products to end users of Altair Engineering Inc.'s products and services in specified territories. In sales facilitated by channel partners, the channel partner generally bears the risk of collection from the end-user customer. Altair Engineering Inc. recognize revenue from transactions with channel partners in a manner consistent with the direct sales described above for both perpetual and term-based licenses. Revenue from channel partner transactions is the amount remitted to Altair Engineering Inc. by the channel partners. This amount includes a fee for PCS that is compensation for providing technical enhancements and the second level of technical support to the end user, which is recognized over the period that PCS is to be provided. Altair Engineering Inc. do not offer right of return, product rotation or price protection to any of its channel partners.\nSome of Altair Engineering Inc.'s contracts with customers contain multiple performance obligations. Judgment is required in determining whether each performance obligation is distinct. Altair Engineering Inc. allocate the transaction price for each contract to each performance obligation based on the relative standalone selling price, or SSP, for each performance obligation within each contract. The SSP is the price that Altair Engineering Inc. would sell a promised service separately to one of Altair Engineering Inc.'s customers. Judgment is required to determine the SSP for each distinct performance obligation. Altair Engineering Inc. estimate SSP using information such as past transactions, internally approved pricing guidelines related to the performance obligations and other information reasonably available to Altair Engineering Inc.."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue from training, consulting, and other services?', 'gt_answer': 'Altair Engineering Inc. recognizes revenue from training, consulting, and other services as the services are performed. For single performance obligation contracts, revenue is recognized upon completion of the obligation. For longer duration contracts with multiple performance obligations, progress towards completion is measured and revenue is recognized accordingly, using output-based estimates for non-time and materials billing arrangements and input-based estimates for time and materials billing arrangements.', 'gt_context': 'Revenue from training, consulting and other services is recognized as the services are performed. For contracts in which the service consists of a single performance obligation, such as providing a training class to a customer, Altair Engineering Inc. recognize revenue upon completion of the performance obligation. For service contracts that are longer in duration and often include multiple performance obligations (for example, both training and consulting), Altair Engineering Inc. measure the progress toward completion of the obligations and recognize revenue accordingly. In measuring progress towards the completion of performance obligations, Altair Engineering Inc. typically utilize output-based estimates for services with contractual billing arrangements that are not based on time and materials, and estimate output based on the total tasks completed as compared to the total tasks required for each work contract. Input-based estimates are utilized for services that involve general consultations with contractual billing arrangements based on time and materials, utilizing direct labor as the input measure.'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What methods does Altair Engineering Inc. use to measure progress towards the completion of performance obligations in service contracts?', 'gt_answer': 'Altair Engineering Inc. measures progress towards the completion of performance obligations in service contracts using output-based estimates for services with contractual billing arrangements that are not based on time and materials, and input-based estimates for services that involve general consultations with contractual billing arrangements based on time and materials.', 'gt_context': 'Revenue from training, consulting and other services is recognized as the services are performed. For contracts in which the service consists of a single performance obligation, such as providing a training class to a customer, Altair Engineering Inc. recognize revenue upon completion of the performance obligation. For service contracts that are longer in duration and often include multiple performance obligations (for example, both training and consulting), Altair Engineering Inc. measure the progress toward completion of the obligations and recognize revenue accordingly. In measuring progress towards the completion of performance obligations, Altair Engineering Inc. typically utilize output-based estimates for services with contractual billing arrangements that are not based on time and materials, and estimate output based on the total tasks completed as compared to the total tasks required for each work contract. Input-based estimates are utilized for services that involve general consultations with contractual billing arrangements based on time and materials, utilizing direct labor as the input measure.'}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What critical accounting judgments related to revenue recognition are mentioned in the MD&A section of Altair Engineering Inc.'s 10K filing?", 'gt_answer': "The MD&A section of Altair Engineering Inc.'s 10K filing mentions critical accounting judgments related to revenue recognition, such as estimates and assumptions used in measuring progress towards the completion of performance obligations in service contracts. These accounting judgments can have a significant impact on the numbers in the financial statements, such as assets, costs, and net income.", 'gt_context': 'Revenue from training, consulting and other services is recognized as the services are performed. For contracts in which the service consists of a single performance obligation, such as providing a training class to a customer, Altair Engineering Inc. recognize revenue upon completion of the performance obligation. For service contracts that are longer in duration and often include multiple performance obligations (for example, both training and consulting), Altair Engineering Inc. measure the progress toward completion of the obligations and recognize revenue accordingly. In measuring progress towards the completion of performance obligations, Altair Engineering Inc. typically utilize output-based estimates for services with contractual billing arrangements that are not based on time and materials, and estimate output based on the total tasks completed as compared to the total tasks required for each work contract. Input-based estimates are utilized for services that involve general consultations with contractual billing arrangements based on time and materials, utilizing direct labor as the input measure.'}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the increase in the favorable effect of exchange rate changes on cash, cash equivalents and restricted cash for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The primary reason for the increase in the favorable effect of exchange rate changes on cash, cash equivalents and restricted cash for the year ended December 31, 2020 compared to the previous year was due to currency fluctuations in the Euro.', 'gt_context': "Effect of exchange rate changes on cash, cash equivalents and restricted cash\nThe favorable effect of exchange rate changes on cash, cash equivalents and restricted cash for the year ended December 31, 2020, increased $2.7 million compared to the year ended December 31, 2019, primarily due to currency fluctuations in the Euro.\nCommitments and contractual obligations\nAltair Engineering Inc.'s principal commitments and contractual obligations at December 31, 2020 consist of Altair Engineering Inc.'s Convertible Notes due in 2024, line of credit, obligations under operating leases for Altair Engineering Inc.'s office facilities and other debt obligations. The following summarizes Altair Engineering Inc.'s non-cancelable contractual obligations as of December 31, 2020:\nPayments due by period\n(in thousands)\nTotal\nLess\nthan\n1 year\n1-3 years\n3-5 years\nMore\nthan\n5 years\nConvertible senior notes\n$\n230,000\n$\n-\n$\n-\n$\n230,000\n$\n-\nLine of credit (1)\n30,000\n-\n30,000\n-\n-\nAggregate interest obligations (2)\n1,965\n1,150\n-\nOperating lease obligations\n38,179\n11,704\n16,308\n6,964\n3,203\nRoyalties\n1,298\n-\n-\nFinance lease obligations\n-\nOther long-term liabilities\n28,338\n7,671\n13,800\n6,867\n-\nTotal\n$\n330,594\n$\n21,126\n$\n62,177\n$\n244,088\n$\n3,203\n_________________________________________\n(1)\nAltair Engineering Inc. repaid the $30.0 million outstanding balance on the line of credit in January 2021.\n(2)\nRepresents estimated aggregate interest obligations for Altair Engineering Inc.'s outstanding convertible senior notes that are payable in cash."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What are the principal commitments and contractual obligations of Altair Engineering Inc. as of December 31, 2020?', 'gt_answer': "Altair Engineering Inc.'s principal commitments and contractual obligations as of December 31, 2020 consist of Convertible Notes due in 2024, a line of credit, obligations under operating leases for office facilities, and other debt obligations.", 'gt_context': "Effect of exchange rate changes on cash, cash equivalents and restricted cash\nThe favorable effect of exchange rate changes on cash, cash equivalents and restricted cash for the year ended December 31, 2020, increased $2.7 million compared to the year ended December 31, 2019, primarily due to currency fluctuations in the Euro.\nCommitments and contractual obligations\nAltair Engineering Inc.'s principal commitments and contractual obligations at December 31, 2020 consist of Altair Engineering Inc.'s Convertible Notes due in 2024, line of credit, obligations under operating leases for Altair Engineering Inc.'s office facilities and other debt obligations. The following summarizes Altair Engineering Inc.'s non-cancelable contractual obligations as of December 31, 2020:\nPayments due by period\n(in thousands)\nTotal\nLess\nthan\n1 year\n1-3 years\n3-5 years\nMore\nthan\n5 years\nConvertible senior notes\n$\n230,000\n$\n-\n$\n-\n$\n230,000\n$\n-\nLine of credit (1)\n30,000\n-\n30,000\n-\n-\nAggregate interest obligations (2)\n1,965\n1,150\n-\nOperating lease obligations\n38,179\n11,704\n16,308\n6,964\n3,203\nRoyalties\n1,298\n-\n-\nFinance lease obligations\n-\nOther long-term liabilities\n28,338\n7,671\n13,800\n6,867\n-\nTotal\n$\n330,594\n$\n21,126\n$\n62,177\n$\n244,088\n$\n3,203\n_________________________________________\n(1)\nAltair Engineering Inc. repaid the $30.0 million outstanding balance on the line of credit in January 2021.\n(2)\nRepresents estimated aggregate interest obligations for Altair Engineering Inc.'s outstanding convertible senior notes that are payable in cash."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What is the total amount of payments due for Altair Engineering Inc.'s non-cancelable contractual obligations as of December 31, 2020, and how are these payments distributed over the next five years?", 'gt_answer': "The total amount of payments due for Altair Engineering Inc.'s non-cancelable contractual obligations as of December 31, 2020 is $330,594 thousand. The payments are distributed as follows: $21,126 thousand in less than 1 year, $62,177 thousand in 1-3 years, $244,088 thousand in 3-5 years, and $3,203 thousand in more than 5 years.", 'gt_context': "Effect of exchange rate changes on cash, cash equivalents and restricted cash\nThe favorable effect of exchange rate changes on cash, cash equivalents and restricted cash for the year ended December 31, 2020, increased $2.7 million compared to the year ended December 31, 2019, primarily due to currency fluctuations in the Euro.\nCommitments and contractual obligations\nAltair Engineering Inc.'s principal commitments and contractual obligations at December 31, 2020 consist of Altair Engineering Inc.'s Convertible Notes due in 2024, line of credit, obligations under operating leases for Altair Engineering Inc.'s office facilities and other debt obligations. The following summarizes Altair Engineering Inc.'s non-cancelable contractual obligations as of December 31, 2020:\nPayments due by period\n(in thousands)\nTotal\nLess\nthan\n1 year\n1-3 years\n3-5 years\nMore\nthan\n5 years\nConvertible senior notes\n$\n230,000\n$\n-\n$\n-\n$\n230,000\n$\n-\nLine of credit (1)\n30,000\n-\n30,000\n-\n-\nAggregate interest obligations (2)\n1,965\n1,150\n-\nOperating lease obligations\n38,179\n11,704\n16,308\n6,964\n3,203\nRoyalties\n1,298\n-\n-\nFinance lease obligations\n-\nOther long-term liabilities\n28,338\n7,671\n13,800\n6,867\n-\nTotal\n$\n330,594\n$\n21,126\n$\n62,177\n$\n244,088\n$\n3,203\n_________________________________________\n(1)\nAltair Engineering Inc. repaid the $30.0 million outstanding balance on the line of credit in January 2021.\n(2)\nRepresents estimated aggregate interest obligations for Altair Engineering Inc.'s outstanding convertible senior notes that are payable in cash."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the increase in net cash provided by operating activities for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': "The primary reason for the increase in net cash provided by operating activities for the year ended December 31, 2020 was changes to Altair Engineering Inc.'s working capital position, which was partially offset by an increase in the company's net loss for the same period.", 'gt_context': "Net cash provided by operating activities\nNet cash provided by operating activities for the year ended December 31, 2020 was $32.9 million, which reflects an increase of $1.5 million compared to the year ended December 31, 2019. This increase was the result of changes to Altair Engineering Inc.'s working capital position, offset in part by an increase in Altair Engineering Inc.'s net loss for year ended December 31, 2020, as compared to the year ended December 31, 2019.\nNet cash used in investing activities\nNet cash used in investing activities for the year ended December 31, 2020 was $49.1 million, which reflects an increase of $13.3 million compared to the year ended December 31, 2019. This increase was primarily the result of an increase in net cash payments of $15.3 million for business acquisitions for the year ended December 31, 2020, partially offset by a $3.6 million reduction in cash payments for capital expenditures as compared to year ended December 31, 2019.\nNet cash provided by financing activities\nNet cash provided by financing activities for the year ended December 31, 2020 was $31.3 million, which reflects a decrease in cash provided of $160.7 million compared with the year ended December 31, 2019. For the year ended December 31, 2020, Altair Engineering Inc. had cash borrowings on Altair Engineering Inc.'s revolving credit facility of $30.0 million. For the year ended December 31, 2019, Altair Engineering Inc. received aggregate proceeds of $223.1 million from Altair Engineering Inc.'s Convertible Notes offering, net of underwriters’ discounts and commissions, and Altair Engineering Inc. had net cash payments on Altair Engineering Inc.'s revolving credit facility of $31.0 million.\nEffect of exchange rate changes on cash, cash equivalents and restricted cash"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the main factor contributing to the increase in net cash used in investing activities for the year ended December 31, 2020 compared to the previous year?', 'gt_answer': 'The main factor contributing to the increase in net cash used in investing activities for the year ended December 31, 2020 was an increase in net cash payments of $15.3 million for business acquisitions, which was partially offset by a $3.6 million reduction in cash payments for capital expenditures.', 'gt_context': "Net cash provided by operating activities\nNet cash provided by operating activities for the year ended December 31, 2020 was $32.9 million, which reflects an increase of $1.5 million compared to the year ended December 31, 2019. This increase was the result of changes to Altair Engineering Inc.'s working capital position, offset in part by an increase in Altair Engineering Inc.'s net loss for year ended December 31, 2020, as compared to the year ended December 31, 2019.\nNet cash used in investing activities\nNet cash used in investing activities for the year ended December 31, 2020 was $49.1 million, which reflects an increase of $13.3 million compared to the year ended December 31, 2019. This increase was primarily the result of an increase in net cash payments of $15.3 million for business acquisitions for the year ended December 31, 2020, partially offset by a $3.6 million reduction in cash payments for capital expenditures as compared to year ended December 31, 2019.\nNet cash provided by financing activities\nNet cash provided by financing activities for the year ended December 31, 2020 was $31.3 million, which reflects a decrease in cash provided of $160.7 million compared with the year ended December 31, 2019. For the year ended December 31, 2020, Altair Engineering Inc. had cash borrowings on Altair Engineering Inc.'s revolving credit facility of $30.0 million. For the year ended December 31, 2019, Altair Engineering Inc. received aggregate proceeds of $223.1 million from Altair Engineering Inc.'s Convertible Notes offering, net of underwriters’ discounts and commissions, and Altair Engineering Inc. had net cash payments on Altair Engineering Inc.'s revolving credit facility of $31.0 million.\nEffect of exchange rate changes on cash, cash equivalents and restricted cash"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How did the net cash provided by financing activities for the year ended December 31, 2020 compare to the previous year, and what were the main drivers of this change?', 'gt_answer': "Net cash provided by financing activities for the year ended December 31, 2020 decreased by $160.7 million compared to the previous year. The main drivers of this change were cash borrowings on Altair Engineering Inc.'s revolving credit facility of $30.0 million in 2020, compared to aggregate proceeds of $223.1 million from Altair Engineering Inc.'s Convertible Notes offering, net of underwriters’ discounts and commissions, and net cash payments on Altair Engineering Inc.'s revolving credit facility of $31.0 million in 2019.", 'gt_context': "Net cash provided by operating activities\nNet cash provided by operating activities for the year ended December 31, 2020 was $32.9 million, which reflects an increase of $1.5 million compared to the year ended December 31, 2019. This increase was the result of changes to Altair Engineering Inc.'s working capital position, offset in part by an increase in Altair Engineering Inc.'s net loss for year ended December 31, 2020, as compared to the year ended December 31, 2019.\nNet cash used in investing activities\nNet cash used in investing activities for the year ended December 31, 2020 was $49.1 million, which reflects an increase of $13.3 million compared to the year ended December 31, 2019. This increase was primarily the result of an increase in net cash payments of $15.3 million for business acquisitions for the year ended December 31, 2020, partially offset by a $3.6 million reduction in cash payments for capital expenditures as compared to year ended December 31, 2019.\nNet cash provided by financing activities\nNet cash provided by financing activities for the year ended December 31, 2020 was $31.3 million, which reflects a decrease in cash provided of $160.7 million compared with the year ended December 31, 2019. For the year ended December 31, 2020, Altair Engineering Inc. had cash borrowings on Altair Engineering Inc.'s revolving credit facility of $30.0 million. For the year ended December 31, 2019, Altair Engineering Inc. received aggregate proceeds of $223.1 million from Altair Engineering Inc.'s Convertible Notes offering, net of underwriters’ discounts and commissions, and Altair Engineering Inc. had net cash payments on Altair Engineering Inc.'s revolving credit facility of $31.0 million.\nEffect of exchange rate changes on cash, cash equivalents and restricted cash"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the primary reason for the increase in income tax expense for the year ended December 31, 2020 compared to 2019?', 'gt_answer': 'The primary reason for the increase in income tax expense was the geographic income mix in 2020 as compared to 2019, primarily related to a United States pre-tax loss of $22.1 million for the year ended December 31, 2020, for which a tax benefit was not recognized due to the valuation allowance, compared to a United States pre-tax loss of $14.7 million for the year ended December 31, 2019, for which a tax benefit was not recognized due to the valuation allowance.', 'gt_context': "December 31,\nChange\n(dollars in thousands)\n$\n%\nIncome tax expense\n$\n12,532\n$\n10,930\n$\n1,602\n%\nThe effective tax rate was 617% and 323% for the year ended December 31, 2020 and 2019, respectively. The tax rate is affected by Altair Engineering Inc.'s being a U.S. resident taxpayer, the tax rates in the U.S. and other jurisdictions in which Altair Engineering Inc.'s operates, the relative amount of income earned by jurisdiction and the relative amount of losses or income for which no benefit or expense is recognized. The effective tax rate was impacted by the geographic income mix in 2020 as compared to 2019, primarily related to a United States pre-tax loss of $22.1 million for the year ended December 31, 2020, for which a tax benefit was not recognized due to the valuation allowance, compared to a United States pre-tax loss of $14.7 million for the year ended December 31, 2019, for which a tax benefit was not recognized due to the valuation allowance. Income tax expense also includes taxes withheld outside of the United States attributable to remittances to Altair Engineering Inc.'s from certain foreign subsidiaries for which offsetting tax credits are not recognizable due to valuation allowance considerations.\nNet loss\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nNet loss\n$\n(10,500\n)\n$\n(7,542\n)\n$\n(2,958\n)\n(39\n%)\nNet loss increased by $3.0 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily attributable to the increase in employee compensation and related expense, stock-based compensation expense and interest expense as described above.\nFor information regarding the comparison of results of operations for the years ended December 31, 2019 and 2018, please see Item 7 of Altair Engineering Inc.'s Annual Report on Form 10-K for the year ended December 31, 2019.\nNon-GAAP financial measures"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What was the main factor contributing to the increase in net loss for the year ended December 31, 2020 compared to 2019?', 'gt_answer': 'The main factor contributing to the increase in net loss was primarily attributable to the increase in employee compensation and related expense, stock-based compensation expense and interest expense.', 'gt_context': "December 31,\nChange\n(dollars in thousands)\n$\n%\nIncome tax expense\n$\n12,532\n$\n10,930\n$\n1,602\n%\nThe effective tax rate was 617% and 323% for the year ended December 31, 2020 and 2019, respectively. The tax rate is affected by Altair Engineering Inc.'s being a U.S. resident taxpayer, the tax rates in the U.S. and other jurisdictions in which Altair Engineering Inc.'s operates, the relative amount of income earned by jurisdiction and the relative amount of losses or income for which no benefit or expense is recognized. The effective tax rate was impacted by the geographic income mix in 2020 as compared to 2019, primarily related to a United States pre-tax loss of $22.1 million for the year ended December 31, 2020, for which a tax benefit was not recognized due to the valuation allowance, compared to a United States pre-tax loss of $14.7 million for the year ended December 31, 2019, for which a tax benefit was not recognized due to the valuation allowance. Income tax expense also includes taxes withheld outside of the United States attributable to remittances to Altair Engineering Inc.'s from certain foreign subsidiaries for which offsetting tax credits are not recognizable due to valuation allowance considerations.\nNet loss\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nNet loss\n$\n(10,500\n)\n$\n(7,542\n)\n$\n(2,958\n)\n(39\n%)\nNet loss increased by $3.0 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily attributable to the increase in employee compensation and related expense, stock-based compensation expense and interest expense as described above.\nFor information regarding the comparison of results of operations for the years ended December 31, 2019 and 2018, please see Item 7 of Altair Engineering Inc.'s Annual Report on Form 10-K for the year ended December 31, 2019.\nNon-GAAP financial measures"}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does the company's effective tax rate compare between the years ended December 31, 2020 and 2019, and what factors influenced this change?", 'gt_answer': 'The effective tax rate was 617% and 323% for the year ended December 31, 2020 and 2019, respectively. The change in the effective tax rate was impacted by the geographic income mix in 2020 as compared to 2019, primarily related to a United States pre-tax loss of $22.1 million for the year ended December 31, 2020, for which a tax benefit was not recognized due to the valuation allowance, compared to a United States pre-tax loss of $14.7 million for the year ended December 31, 2019, for which a tax benefit was not recognized due to the valuation allowance.', 'gt_context': "December 31,\nChange\n(dollars in thousands)\n$\n%\nIncome tax expense\n$\n12,532\n$\n10,930\n$\n1,602\n%\nThe effective tax rate was 617% and 323% for the year ended December 31, 2020 and 2019, respectively. The tax rate is affected by Altair Engineering Inc.'s being a U.S. resident taxpayer, the tax rates in the U.S. and other jurisdictions in which Altair Engineering Inc.'s operates, the relative amount of income earned by jurisdiction and the relative amount of losses or income for which no benefit or expense is recognized. The effective tax rate was impacted by the geographic income mix in 2020 as compared to 2019, primarily related to a United States pre-tax loss of $22.1 million for the year ended December 31, 2020, for which a tax benefit was not recognized due to the valuation allowance, compared to a United States pre-tax loss of $14.7 million for the year ended December 31, 2019, for which a tax benefit was not recognized due to the valuation allowance. Income tax expense also includes taxes withheld outside of the United States attributable to remittances to Altair Engineering Inc.'s from certain foreign subsidiaries for which offsetting tax credits are not recognizable due to valuation allowance considerations.\nNet loss\nYear ended\nDecember 31,\nChange\n(dollars in thousands)\n$\n%\nNet loss\n$\n(10,500\n)\n$\n(7,542\n)\n$\n(2,958\n)\n(39\n%)\nNet loss increased by $3.0 million for the year ended December 31, 2020, as compared to the year ended December 31, 2019. This increase was primarily attributable to the increase in employee compensation and related expense, stock-based compensation expense and interest expense as described above.\nFor information regarding the comparison of results of operations for the years ended December 31, 2019 and 2018, please see Item 7 of Altair Engineering Inc.'s Annual Report on Form 10-K for the year ended December 31, 2019.\nNon-GAAP financial measures"}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. recognize revenue from its Software segment?', 'gt_answer': 'Altair Engineering Inc. recognizes revenue from its Software segment by identifying a contract with a customer, identifying the performance obligations in the contract, determining the transaction price, allocating the transaction price to the performance obligations in the contract, and recognizing revenue when (or as) Altair Engineering Inc. satisfies a performance obligation. This includes revenue from software product licensing arrangements, related services consisting of software maintenance and support in the form of post-contract customer support (PCS or maintenance), and professional services such as consulting and training services.', 'gt_context': "Revenue recognition\nAltair Engineering Inc. generate revenue from Altair Engineering Inc.'s Software and CES segments and Altair Engineering Inc.'s other businesses. Revenue is recognized by identifying a contract with a customer, identifying the performance obligations in the contract, determining the transaction price, allocating the transaction price to the performance obligations in the contract, and recognizing revenue when (or as) Altair Engineering Inc. satisfy a performance obligation.\nSoftware\nSoftware revenue includes product revenue from software product licensing arrangements, related services consisting of software maintenance and support in the form of post-contract customer support (PCS or maintenance) and professional services such as consulting and training services. Software products are sold to customers primarily under a term-based software licensing model and\nto a lesser degree, perpetual software licenses. Altair Engineering Inc. enter into contracts that include combinations of products, maintenance and services, which are accounted for as separate performance obligations with differing revenue recognition patterns.\nMost term-based software license agreements include Altair Engineering Inc.'s patented units-based subscription model which allows customers to license a pool of units for their organizations, providing individual users flexible access to Altair Engineering Inc.'s entire portfolio of engineering software applications as well as to Altair Engineering Inc.'s growing portfolio of partner products. The amount of software usage is limited by the number of the units licensed by the customer. Revenue from these arrangements is fixed (based on the units licensed) and is not based on actual customer usage of each software product."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What is the primary licensing model used by Altair Engineering Inc. for its software products?', 'gt_answer': 'The primary licensing model used by Altair Engineering Inc. for its software products is a term-based software licensing model. To a lesser degree, perpetual software licenses are also used.', 'gt_context': "Revenue recognition\nAltair Engineering Inc. generate revenue from Altair Engineering Inc.'s Software and CES segments and Altair Engineering Inc.'s other businesses. Revenue is recognized by identifying a contract with a customer, identifying the performance obligations in the contract, determining the transaction price, allocating the transaction price to the performance obligations in the contract, and recognizing revenue when (or as) Altair Engineering Inc. satisfy a performance obligation.\nSoftware\nSoftware revenue includes product revenue from software product licensing arrangements, related services consisting of software maintenance and support in the form of post-contract customer support (PCS or maintenance) and professional services such as consulting and training services. Software products are sold to customers primarily under a term-based software licensing model and\nto a lesser degree, perpetual software licenses. Altair Engineering Inc. enter into contracts that include combinations of products, maintenance and services, which are accounted for as separate performance obligations with differing revenue recognition patterns.\nMost term-based software license agreements include Altair Engineering Inc.'s patented units-based subscription model which allows customers to license a pool of units for their organizations, providing individual users flexible access to Altair Engineering Inc.'s entire portfolio of engineering software applications as well as to Altair Engineering Inc.'s growing portfolio of partner products. The amount of software usage is limited by the number of the units licensed by the customer. Revenue from these arrangements is fixed (based on the units licensed) and is not based on actual customer usage of each software product."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "How does Altair Engineering Inc.'s patented units-based subscription model work and how does it impact revenue recognition?", 'gt_answer': "Altair Engineering Inc.'s patented units-based subscription model allows customers to license a pool of units for their organizations, providing individual users flexible access to Altair Engineering Inc.'s entire portfolio of engineering software applications as well as to Altair Engineering Inc.'s growing portfolio of partner products. The amount of software usage is limited by the number of the units licensed by the customer. Revenue from these arrangements is fixed (based on the units licensed) and is not based on actual customer usage of each software product. This model impacts revenue recognition as it allows for the recognition of revenue over the term of the subscription, rather than at the time of sale.", 'gt_context': "Revenue recognition\nAltair Engineering Inc. generate revenue from Altair Engineering Inc.'s Software and CES segments and Altair Engineering Inc.'s other businesses. Revenue is recognized by identifying a contract with a customer, identifying the performance obligations in the contract, determining the transaction price, allocating the transaction price to the performance obligations in the contract, and recognizing revenue when (or as) Altair Engineering Inc. satisfy a performance obligation.\nSoftware\nSoftware revenue includes product revenue from software product licensing arrangements, related services consisting of software maintenance and support in the form of post-contract customer support (PCS or maintenance) and professional services such as consulting and training services. Software products are sold to customers primarily under a term-based software licensing model and\nto a lesser degree, perpetual software licenses. Altair Engineering Inc. enter into contracts that include combinations of products, maintenance and services, which are accounted for as separate performance obligations with differing revenue recognition patterns.\nMost term-based software license agreements include Altair Engineering Inc.'s patented units-based subscription model which allows customers to license a pool of units for their organizations, providing individual users flexible access to Altair Engineering Inc.'s entire portfolio of engineering software applications as well as to Altair Engineering Inc.'s growing portfolio of partner products. The amount of software usage is limited by the number of the units licensed by the customer. Revenue from these arrangements is fixed (based on the units licensed) and is not based on actual customer usage of each software product."}]
[{'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'What method does Altair Engineering Inc. use for accounting for income taxes, and how does it affect deferred tax assets and liabilities?', 'gt_answer': 'Altair Engineering Inc. uses the asset and liability method of accounting for income taxes in accordance with ASC 740. This method determines deferred tax assets and liabilities based on differences between the financial reporting and tax basis of assets and liabilities. Deferred tax assets and liabilities are measured using the enacted tax rates and statutes that will be in effect when those differences are expected to reverse.', 'gt_context': "Accounting for income taxes\nAltair Engineering Inc. utilize the asset and liability method of accounting for income taxes in accordance with ASC 740, Accounting for Income Taxes. Under this method, deferred tax assets and liabilities are determined based on differences between the financial reporting and tax basis of assets and liabilities. Deferred tax assets and liabilities are measured using the enacted tax rates and statutes that will be in effect when those differences are expected to reverse. Deferred tax assets can result from unused operating losses, research and development credits, foreign tax credit carryforwards, and deductions recorded for financial statement purposes prior to them being deductible on a tax return. Valuation allowances are provided against net deferred tax assets if, based upon the available evidence, it is more likely than not that some or all of the deferred tax assets will not be realized.\nThe ultimate realization of deferred tax assets is dependent upon the generation of future taxable income and the reversal of taxable temporary differences. Altair Engineering Inc. consider, among other available information, scheduled reversals of deferred tax liabilities, projected future taxable income, limitations on the availability of tax credit carryforwards, and other evidence assessing the potential realization of deferred tax assets. Adjustments to the valuation allowance are included in the tax provision in Altair Engineering Inc.'s consolidated statements of operations in the period they become known or can be estimated."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': 'How does Altair Engineering Inc. assess the potential realization of deferred tax assets?', 'gt_answer': "Altair Engineering Inc. considers several factors when assessing the potential realization of deferred tax assets, including scheduled reversals of deferred tax liabilities, projected future taxable income, limitations on the availability of tax credit carryforwards, and other evidence. Adjustments to the valuation allowance are included in the tax provision in the company's consolidated statements of operations in the period they become known or can be estimated.", 'gt_context': "Accounting for income taxes\nAltair Engineering Inc. utilize the asset and liability method of accounting for income taxes in accordance with ASC 740, Accounting for Income Taxes. Under this method, deferred tax assets and liabilities are determined based on differences between the financial reporting and tax basis of assets and liabilities. Deferred tax assets and liabilities are measured using the enacted tax rates and statutes that will be in effect when those differences are expected to reverse. Deferred tax assets can result from unused operating losses, research and development credits, foreign tax credit carryforwards, and deductions recorded for financial statement purposes prior to them being deductible on a tax return. Valuation allowances are provided against net deferred tax assets if, based upon the available evidence, it is more likely than not that some or all of the deferred tax assets will not be realized.\nThe ultimate realization of deferred tax assets is dependent upon the generation of future taxable income and the reversal of taxable temporary differences. Altair Engineering Inc. consider, among other available information, scheduled reversals of deferred tax liabilities, projected future taxable income, limitations on the availability of tax credit carryforwards, and other evidence assessing the potential realization of deferred tax assets. Adjustments to the valuation allowance are included in the tax provision in Altair Engineering Inc.'s consolidated statements of operations in the period they become known or can be estimated."}, {'company_name': 'Altair Engineering Inc.', 'section_name': 'Item 7', 'question': "What are some critical accounting judgments related to income taxes that could have a significant impact on Altair Engineering Inc.'s financial statements?", 'gt_answer': "Critical accounting judgments related to income taxes that could have a significant impact on Altair Engineering Inc.'s financial statements include estimates and assumptions used in determining deferred tax assets and liabilities, such as the expected reversal of temporary differences and the likelihood of realizing tax benefits from carryforwards. Changes in these judgments can affect the valuation of deferred tax assets and liabilities and, consequently, the company's net income.", 'gt_context': "Accounting for income taxes\nAltair Engineering Inc. utilize the asset and liability method of accounting for income taxes in accordance with ASC 740, Accounting for Income Taxes. Under this method, deferred tax assets and liabilities are determined based on differences between the financial reporting and tax basis of assets and liabilities. Deferred tax assets and liabilities are measured using the enacted tax rates and statutes that will be in effect when those differences are expected to reverse. Deferred tax assets can result from unused operating losses, research and development credits, foreign tax credit carryforwards, and deductions recorded for financial statement purposes prior to them being deductible on a tax return. Valuation allowances are provided against net deferred tax assets if, based upon the available evidence, it is more likely than not that some or all of the deferred tax assets will not be realized.\nThe ultimate realization of deferred tax assets is dependent upon the generation of future taxable income and the reversal of taxable temporary differences. Altair Engineering Inc. consider, among other available information, scheduled reversals of deferred tax liabilities, projected future taxable income, limitations on the availability of tax credit carryforwards, and other evidence assessing the potential realization of deferred tax assets. Adjustments to the valuation allowance are included in the tax provision in Altair Engineering Inc.'s consolidated statements of operations in the period they become known or can be estimated."}]

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What is the primary risk associated with investing in Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key risks related to Altair Engineering Inc.'s business and industry?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could Altair Engineering Inc.'s business be seriously harmed if any of the risks described in the risk factors section occur?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the most significant risk factor mentioned in Altair Engineering Inc.'s 10K Item 1A 'Risk Factors' section?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the impact of acquisitions of businesses and products affect Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key markets that Altair Engineering Inc. sells into, and how does their strength influence the company's risk profile?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential risks associated with Altair Engineering Inc.'s use of open source software and technology?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the challenges Altair Engineering Inc. faces in complying with complex regulations across different jurisdictions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the risks related to the ownership of Altair Engineering Inc.'s Class A Common Stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential risks associated with Altair Engineering Inc.'s indebtedness, particularly in relation to its Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s organizational structure impact its risk profile?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the general risks that Altair Engineering Inc. faces, and how might these impact its business operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary factor contributing to Altair Engineering Inc.'s revenue growth?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are some potential reasons for a decline in Altair Engineering Inc.'s revenue growth rate?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific risks does Altair Engineering Inc. face due to their global operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s company culture?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s company culture contribute to its success?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the two key factors that Altair Engineering Inc. needs to increase for future success?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is one of the most significant risks for Altair Engineering Inc. related to its software usage?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the long sales cycle for Altair Engineering Inc.'s software impact its ability to acquire new customers?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the Altair Partner Alliance (APA) and how does it relate to Altair Engineering Inc.'s risk factors?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Partner Alliance, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary factor that Altair Engineering Inc.'s revenue growth and profitability depend on?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are some of the challenges Altair Engineering Inc. faces in its sales cycle?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the impact of reduced spending on product design and development activities by Altair Engineering Inc.'s customers?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary factor that Altair Engineering Inc.'s revenues depend on?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could cause Altair Engineering Inc.'s customers to reduce, defer, or forego licensing of their software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors might influence customer renewal rates for Altair Engineering Inc.'s software licenses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is one of the most significant risks faced by Altair Engineering Inc. related to its customers?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is a key factor that could negatively impact the growth in demand for Altair Engineering Inc.'s software by designers?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is a risk factor that is beyond Altair Engineering Inc.'s control and could affect its business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key technological trends that could impact Altair Engineering Inc.'s business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What challenges does Altair Engineering Inc. face in expanding its market to designers other than simulation engineering specialists?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential risks associated with Altair Engineering Inc.'s recent acquisitions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with the integration of new technologies and systems at Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be a significant challenge for Altair Engineering Inc. in terms of financial reporting after a merger or acquisition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Who are some of the main competitors of Altair Engineering Inc. in the simulation, data analytics, and high-performance computing software market?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the principal competitive factors in Altair Engineering Inc.'s industry?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What advantages do many of Altair Engineering Inc.'s current and potential competitors have over the company?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might Altair Engineering Inc.'s competitors use their commercial relationships to discourage enterprises from purchasing Altair Engineering Inc.'s applications?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk factor mentioned for Altair Engineering Inc. in the context of competitive pressures?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What percentage of Altair Engineering Inc.'s 2020 billings came from the automotive industry?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Automotive
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential adverse effects on Altair Engineering Inc.'s business if there is a significant decline in the volume of sales in the automotive industry?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Automotive
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk factor for Altair Engineering Inc. related to the automotive industry?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Automotive
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has the COVID-19 pandemic affected Altair Engineering Inc. and its financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential impacts of new information related to COVID-19 on Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary concern regarding the long-term economic impact of COVID-19, as mentioned in the context?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How have governments responded to the economic challenges posed by COVID-19, according to the context?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What challenges have been observed in the process of reopening economies, as described in the context?


> Entering new GraphQAChain chain...
Entities Extracted:
NONE
Full Context:


> Finished chain.
What is the primary risk to Altair Engineering Inc.'s operations due to COVID-19?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has the COVID-19 pandemic affected Altair Engineering Inc.'s revenue for software related and client engineering services?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential actions might Altair Engineering Inc.'s customers take in response to the negative impact of COVID-19 on their businesses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What is the primary risk factor for Altair Engineering Inc.'s financial results in 2021 due to COVID-19?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19, 2021
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How could the distribution and efficacy of COVID-19 vaccines affect Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What global conditions could negatively impact Altair Engineering Inc.'s financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary concern for Altair Engineering Inc. regarding Brexit?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Brexit
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What impact could the phasing out of LIBOR rates by the end of 2021 have on Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
LIBOR, Altair Engineering Inc., 2021
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might challenging economic times affect Altair Engineering Inc.'s financial stability?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary factor that causes Altair Engineering Inc.'s quarterly results to fluctuate significantly?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the timing of new and renewal licenses affect Altair Engineering Inc.'s cash flows from operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are some of the factors that can cause Altair Engineering Inc.'s quarterly financial results and key metrics to fluctuate?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors can cause fluctuations in Altair Engineering Inc.'s quarterly results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
When are billings historically highest for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could happen if Altair Engineering Inc.'s quarterly results of operations fall below the expectations of investors or securities analysts?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary source of foreign currency risk for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could a strengthening of the United States dollar negatively impact Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
United States, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential adverse effects could foreign currency exchange rate fluctuations have on Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s decision not to engage in currency hedging activities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential risks could arise if Altair Engineering Inc. decides to use derivative instruments for hedging currency fluctuations in the future?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with Altair Engineering Inc.'s APA program if they fail to attract new or retain existing third party independent software vendors?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., APA
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s software licensing model?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key challenges Altair Engineering Inc. faces in maintaining the marketability and competitiveness of its software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s focus on growth impact its profitability in the near term?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary focus of Altair Engineering Inc.'s business strategy?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences if Altair Engineering Inc. fails to achieve greater profitability as anticipated by analysts and stockholders?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What risks are associated with Altair Engineering Inc.'s significant investment in research and development?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with the potential loss of Altair Engineering Inc.'s senior executives?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the potential impact of acquisitions on Altair Engineering Inc.'s stockholders?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential financial implications of an acquisition for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential negative impacts of Altair Engineering Inc. using cash to fund an acquisition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences of Altair Engineering Inc. incurring debt to fund an acquisition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential risks associated with Altair Engineering Inc. issuing equity securities to fund an acquisition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the compliance challenges faced by Altair Engineering Inc. due to the complexity of governmental laws and regulations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences if Altair Engineering Inc. fails to manage the risks associated with governmental laws and regulations or fails to comply with them?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific risks does Altair Engineering Inc. face in relation to its CES business and what could be the impact on its revenue?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., CES
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s client engineering services business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the immigration status of engineers affect Altair Engineering Inc.'s client engineering services business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What percentage of Altair Engineering Inc.'s total revenues did the client engineering services business constitute in the years ended December 31, 2020 and 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of customers does Altair Engineering Inc. serve, and how might their procurement regulations impact the company's costs?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What rights do government agencies and their suppliers have regarding contract termination, and how might this affect Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might changes in Altair Engineering Inc.'s revenue mix impact the company's gross margin and operating results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s revenue mix?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could changes in revenue mix and costs impact Altair Engineering Inc.'s gross margins and operating results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the consequence if Altair Engineering Inc.'s goodwill or intangible assets become impaired?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s intangible assets under GAAP?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., GAAP
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences of product liability claims, product recalls, or warranty claims for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with defects or errors in Altair Engineering Inc.'s software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with the complexity of Altair Engineering Inc.'s software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the consequences if Altair Engineering Inc. fails to protect and enforce its proprietary technology and intellectual property rights?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. address the risk of software defects or errors?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk factor for Altair Engineering Inc. in protecting its intellectual property rights?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the international nature of Altair Engineering Inc.'s business affect its ability to protect its intellectual property rights?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures does Altair Engineering Inc. take to protect its intellectual property rights, and what limitations do these measures have?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary method Altair Engineering Inc. uses to protect its intellectual property?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential threats to Altair Engineering Inc.'s proprietary technology and trade secrets?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What challenges does Altair Engineering Inc. face in enforcing its intellectual property rights, particularly in countries with weaker intellectual property protection laws?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is one of the most significant risks faced by Altair Engineering Inc. as mentioned in their 10K Item 1A 'Risk Factors'?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might Altair Engineering Inc.'s customers be affected by intellectual property disputes involving the company?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the consequences for Altair Engineering Inc. if they are unable to protect and enforce their intellectual property rights?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences of intellectual property rights infringement claims against Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What actions might Altair Engineering Inc. be required to take if it loses an intellectual property rights infringement dispute or indemnity claim?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of security incidents could harm Altair Engineering Inc.'s business, reputation, brand, and operating results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential causes of security incidents that Altair Engineering Inc. may face?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s reliance on network infrastructure and enterprise applications impact their risk exposure?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of catastrophic events could potentially disrupt Altair Engineering Inc.'s operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of security incidents could potentially harm Altair Engineering Inc.'s business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences of a security breach for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might Altair Engineering Inc.'s customer data and corporate systems be compromised?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with the rapidly evolving nature of cyber threats for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could a security incident impact Altair Engineering Inc.'s reputation and customer base?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk to Altair Engineering Inc. if its software does not work seamlessly with its customers' existing software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s customers using their software and services for product design and development?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might Altair Engineering Inc. be affected if they are included in litigation due to their customers' product design and development?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What additional risk does Altair Engineering Inc. face when licensing their software on Altair branded computer hardware acquired from OEMs?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Altair, OEMs
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s software education and training efforts?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential negative impact could open sourcing certain software have on Altair Engineering Inc.'s revenues and expenses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What limitations could Altair Engineering Inc.'s use of open source technology impose on its ability to commercialize its software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s use of open source software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could the interpretation of open source licenses by United States courts affect Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
United States, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures does Altair Engineering Inc. take to mitigate the risks associated with using open source software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is one of the primary risks associated with Altair Engineering Inc.'s use of open source software?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could changes in government trade, immigration, or currency policies negatively impact Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What legal or regulatory risks does Altair Engineering Inc. face due to its international operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of changes in government policies could adversely impact Altair Engineering Inc.'s ability to sell software and services?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could changes in immigration policies affect Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific governmental controls could impair Altair Engineering Inc.'s ability to compete in international markets?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary export control regulations that Altair Engineering Inc. must comply with?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences for Altair Engineering Inc. if they fail to comply with export control and import laws and regulations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How can changes in export or import regulations affect Altair Engineering Inc.'s business operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of technology does Altair Engineering Inc. incorporate into their software that is subject to import and export regulations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could governmental regulation of encryption technology and import/export restrictions impact Altair Engineering Inc.'s international sales?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific effects could compliance with regulatory requirements regarding the export of Altair Engineering Inc.'s software have on the company's operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences of violating United States export control laws and economic sanction programs for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
United States, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could changes in export or import regulations, economic sanctions, or related legislation affect Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of laws and regulations is Altair Engineering Inc. subject to, and what could happen if they fail to comply with those laws and regulations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s business operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific anti-bribery laws are mentioned in the context of Altair Engineering Inc.'s risk factors?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the consequences for Altair Engineering Inc. if they or any of their employees violate the FCPA or the U.K. Bribery Act?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., FCPA, U.K. Bribery Act
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary anti-bribery laws that Altair Engineering Inc. must comply with?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences for Altair Engineering Inc. if they are found to be in violation of anti-bribery laws?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with Altair Engineering Inc.'s significant deferred tax assets in the United States?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., United States
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s gross deferred tax assets (DTAs) as of December 31, 2020 and 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific event led to the establishment of a valuation allowance for $47.0 million in 2017 for Altair Engineering Inc.'s United States DTAs?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., United States
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential limitations on Altair Engineering Inc.'s ability to utilize the net operating losses (NOLs) inherited from the acquisitions of Datawatch and Univa?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Datawatch, Univa
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What recent U.S. federal legislation has provided relief to corporate taxpayers, including Altair Engineering Inc., through temporary adjustments to net operating loss rules, changes to limitations on interest expense deductibility, and the acceleration of available refunds for minimum tax credit carryforwards?


> Entering new GraphQAChain chain...
Entities Extracted:
U.S., Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Did the CARES Act and the CAA have a material effect on Altair Engineering Inc.'s consolidated financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
CARES Act, CAA, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could happen if Altair Engineering Inc.'s global tax methodology is challenged by taxing authorities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of tax expenses could impact Altair Engineering Inc. based on the jurisdictions in which they operate?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could changes in the mix of income in different tax jurisdictions affect Altair Engineering Inc.'s future income taxes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential consequences could Altair Engineering Inc. face from reviews or audits by taxing authorities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary concern for Altair Engineering Inc. regarding the taxation of international businesses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has the 2017 Tax Cuts and Jobs Act affected Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
2017 Tax Cuts and Jobs Act, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential changes in U.S. tax law could have an adverse effect on Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
U.S., Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary concern regarding the Tax Act for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Tax Act, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What data protection laws does Altair Engineering Inc. need to comply with?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of personal information does Altair Engineering Inc. collect that is subject to data protection laws?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences for Altair Engineering Inc. if they fail to comply with data protection laws?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What specific data protection requirements might Altair Engineering Inc. need to implement?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What additional obligations might Altair Engineering Inc. agree to regarding the collection, use, and disclosure of personal, financial, and other data?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What significant data privacy law became effective in California on January 2, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
California, January
Full Context:


> Finished chain.
What is the primary purpose of the CCPA?


> Entering new GraphQAChain chain...
Entities Extracted:
CCPA
Full Context:


> Finished chain.
What is the California Privacy Rights Act (CPRA) and when does it become effective?


> Entering new GraphQAChain chain...
Entities Extracted:
California, California Privacy Rights Act, CPRA
Full Context:


> Finished chain.
What is the primary concern regarding the implementation of the California Consumer Privacy Act (CCPA), the California Privacy Rights Act (CPRA), and the Virginia Consumer Data Protection Act for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
California Consumer Privacy Act, California Privacy Rights Act, Virginia Consumer Data Protection Act, Altair Engineering Inc., California, Virginia
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences for Altair Engineering Inc. if they fail to comply with data protection laws, self-regulatory obligations, or industry standards, or experience a security incident?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What other data protection laws or regulations might Altair Engineering Inc. be subject to in the future, and how could they impact the company's business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary regulation that Altair Engineering Inc. must comply with for its business in the European Economic Area?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., European Economic Area
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential fines that Altair Engineering Inc. could face for non-compliance with the GDPR?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., GDPR
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What additional obligations does the GDPR impose on companies like Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., GDPR
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of risk is mentioned in the context that could potentially harm Altair Engineering Inc.'s reputation?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the potential impact on Altair Engineering Inc.'s business and operations if an infringement of the Regulations occurs?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Regulations
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
In which section of the 10K filing is the information about the most significant risks that apply to Altair Engineering Inc. or its securities typically found?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., 10K
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary concern regarding the increasing number of jurisdictions with data privacy regulations for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with the public trading market for Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the nature of the volatility risk associated with the market price of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with investing in Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors could cause fluctuations in the market price of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could the sale of shares by existing stockholders affect the market price of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the impact of financial analysts' failure to maintain coverage of Altair Engineering Inc. on the company's stock price?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How can public announcements and filings with the SEC affect Altair Engineering Inc.'s stock price?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., SEC
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of litigation or investigations can impact Altair Engineering Inc.'s stock price?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential impacts of changes in accounting standards on Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How can changes in Altair Engineering Inc.'s management or board of directors affect the company?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What external factors can influence the market price of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with investing in Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the potential impact of Altair Engineering Inc. failing to maintain effective internal controls?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. prioritize the risks listed in their 10K Item 1A 'Risk Factors' section?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary purpose of effective internal controls for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the inherent limitations of internal controls over financial reporting that may prevent or detect misstatements?


> Entering new GraphQAChain chain...
Entities Extracted:
NONE
Full Context:


> Finished chain.
What could be the potential consequences if Altair Engineering Inc. fails to maintain an effective system of internal controls?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s compliance with Section 404 of SOX regarding internal controls over financial reporting?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Section 404, SOX
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the consequences for Altair Engineering Inc. if they fail to comply with Section 404 of SOX or if they identify material weaknesses in their internal control over financial reporting?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Section 404, SOX
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures has Altair Engineering Inc. taken to address the risk of material weaknesses in their internal control over financial reporting?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What regulatory authority is mentioned in the context as potentially requiring additional financial and management resources from Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
In which section of the 10K filing are the most significant risks that apply to Altair Engineering Inc. or its securities typically found?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., 10K
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How are the risk factors generally listed in the 'Risk Factors' section of a 10K filing?


> Entering new GraphQAChain chain...
Entities Extracted:
NONE
Full Context:


> Finished chain.
What is the potential impact of Altair Engineering Inc.'s capital structure on its stock price?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Why might Altair Engineering Inc.'s Class A common stock be excluded from certain stock indices?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could the exclusion of Altair Engineering Inc.'s Class A common stock from stock indices affect its market price?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with the trading market for Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Why might Altair Engineering Inc. be slow to attract research coverage as a relatively new public company?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could happen if Altair Engineering Inc.'s financial results fail to meet or exceed the expectations of analysts or public investors?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with future sales of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Who are the key individuals whose sales of Class A common stock could adversely affect the market price of Altair Engineering Inc.'s stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What restrictions apply to the shares of Class A common stock held by Altair Engineering Inc.'s affiliates as defined in Rule 144 under the Securities Act?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Class A, Rule 144, Securities Act
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the potential impact on Altair Engineering Inc.'s Class A common stock if a large number of shares are sold by holders under the equity compensation plans?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the number of shares of Class A common stock available for grant and issuance under Altair Engineering Inc.'s 2017 Equity Incentive Plan increase annually?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Class A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the potential impact on existing stockholders if Altair Engineering Inc. issues additional shares of Class A common stock or securities convertible into shares of Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Class A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s dual class structure of common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the voting power differ between Altair Engineering Inc.'s Class A and Class B common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
When will the holders of Altair Engineering Inc.'s Class B common stock lose their majority voting power?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with the concentrated control of Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the conversion of Class B common stock to Class A common stock affect the voting power of long-term holders of Class B common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Class B, Class A
Full Context:


> Finished chain.
What specific provisions in Altair Engineering Inc.'s charter documents and Delaware law could prevent an acquisition of the company and limit attempts by stockholders to replace or remove board members or management?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Delaware
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s dual class common stock structure?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s classified board of directors impact the ability of stockholders to change the membership of the board?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What authority does Altair Engineering Inc.'s board of directors have regarding the issuance of preferred stock, and how might this impact stockholders?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What percentage of voting power is required to amend certain provisions of Altair Engineering Inc.'s certificate of incorporation and bylaws?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How can Altair Engineering Inc.'s board of directors amend the company's bylaws?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What Delaware General Corporation Law provision applies to Altair Engineering Inc. that may affect large stockholders owning 15% or more of the company's outstanding voting stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Delaware, Delaware General Corporation Law, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What provisions in Altair Engineering Inc.'s certificate of incorporation, bylaws, and Delaware law could discourage potential takeover attempts?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Delaware
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How are Altair Engineering Inc.'s 0.250% Convertible Senior Notes due 2024 subordinated to other debt?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What impact could the provisions in Altair Engineering Inc.'s certificate of incorporation, bylaws, and Delaware law have on the market price of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Delaware
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the ranking of Convertible Notes in terms of payment priority compared to Altair Engineering Inc.'s other indebtedness?


> Entering new GraphQAChain chain...
Entities Extracted:
Convertible Notes, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What happens to the Convertible Notes in the event of Altair Engineering Inc.'s bankruptcy, liquidation, reorganization or other winding up?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Does the indenture governing the Convertible Notes prohibit Altair Engineering Inc. from incurring additional senior debt or secured debt, or its subsidiaries from incurring additional liabilities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Why is Altair Engineering Inc.'s ability to service its debt, including the Convertible Notes, dependent on its subsidiaries?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors could limit Altair Engineering Inc.'s subsidiaries' ability to provide cash to Altair Engineering Inc. for servicing its debt, including the Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s ability to service its debt obligations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences if Altair Engineering Inc. is unable to generate sufficient cash flow to service its debt?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What additional risks could arise if Altair Engineering Inc. incurs substantially more debt in the future?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s ability to incur substantial additional debt in the future?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What limitations does Altair Engineering Inc.'s existing revolving credit facility impose on the company's ability to incur additional indebtedness?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with Altair Engineering Inc.'s ability to raise funds necessary to settle conversions of the Convertible Notes in cash or to repurchase the Convertible Notes upon a fundamental change?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the repurchase price for Convertible Notes in the event of a fundamental change at Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the payment requirements for Altair Engineering Inc. upon conversion of the Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is a potential risk for Altair Engineering Inc. regarding the repurchase or conversion of Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s ability to repurchase or pay cash upon conversions of the Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could happen if Altair Engineering Inc. fails to repurchase Convertible Notes or pay cash upon conversions as required by the indenture?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s revolving credit facility impact its ability to pay cash amounts upon the conversion or repurchase of the Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary restriction on Altair Engineering Inc.'s ability to make cash payments for the conversion or repurchase of Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could happen if Altair Engineering Inc. fails to make cash payments upon the conversion or repurchase of the Convertible Notes as required under the terms of the Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of restrictions might be included in Altair Engineering Inc.'s loan agreements that could impact its business and financing activities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the initial aggregate commitment amount provided by Altair Engineering Inc.'s credit agreement?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the sublimits for the issuance of letters of credit and swing line loans in Altair Engineering Inc.'s credit agreement?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the financial covenants that Altair Engineering Inc. must maintain in its credit agreement?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of events could lead to a default under Altair Engineering Inc.'s loan agreement?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Where can one find information about the most significant risks that apply to Altair Engineering Inc. or its securities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How are risk factors typically ordered in the 10K Item 1A 'Risk Factors' section?


> Entering new GraphQAChain chain...
Entities Extracted:
10K, Item 1A
Full Context:


> Finished chain.
What is the potential impact on Altair Engineering Inc.'s financial condition if the conditional conversion feature of the Convertible Notes is triggered?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could the triggering of the conditional conversion feature of the Convertible Notes affect Altair Engineering Inc.'s operating results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential consequences for Altair Engineering Inc. if holders of the Convertible Notes do not elect to convert their Convertible Notes?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Convertible Notes
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the Sale Price Condition that must be met for Altair Engineering Inc.'s Convertible Notes to be convertible in the next calendar quarter?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the current conversion price for Altair Engineering Inc.'s Convertible Notes and what is 130% of that price?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could the accounting method for convertible debt securities that may be settled in cash, such as Altair Engineering Inc.'s Convertible Notes, impact the company's reported financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What accounting standard is relevant for convertible debt instruments that may be settled in cash upon conversion?


> Entering new GraphQAChain chain...
Entities Extracted:
NONE
Full Context:


> Finished chain.
How does ASC 470-20 impact the accounting treatment of convertible debt instruments?


> Entering new GraphQAChain chain...
Entities Extracted:
ASC 470-20
Full Context:


> Finished chain.
What are the potential financial reporting implications of applying ASC 470-20 to convertible debt instruments?


> Entering new GraphQAChain chain...
Entities Extracted:
ASC 470-20
Full Context:


> Finished chain.
What is the current accounting method used for convertible debt instruments that may be settled partly or entirely in cash?


> Entering new GraphQAChain chain...
Entities Extracted:
NONE
Full Context:


> Finished chain.
How does the treasury stock method affect the calculation of diluted earnings per share for convertible debt instruments?


> Entering new GraphQAChain chain...
Entities Extracted:
NONE
Full Context:


> Finished chain.
What changes will the new accounting standard issued by the Financial Accounting Standards Board bring to the accounting of convertible debt instruments?


> Entering new GraphQAChain chain...
Entities Extracted:
Financial Accounting Standards Board
Full Context:
Financial Accounting Standards Board Subject_To Interpretation

> Finished chain.
What is the potential impact of transactions related to Convertible Notes on the value of Altair Engineering Inc.'s Class A common stock?


> Entering new GraphQAChain chain...
Entities Extracted:
Convertible Notes, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with attracting and retaining key personnel at Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk related to Altair Engineering Inc.'s potential need for additional capital?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with Altair Engineering Inc.'s need to raise additional funds through equity or debt financings?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could restrictive covenants in future debt financings impact Altair Engineering Inc.'s ability to raise capital and manage its business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the risk associated with the market opportunity estimates and growth forecasts included in Altair Engineering Inc.'s periodic reports or other public disclosures?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary risk associated with market opportunity estimates and growth forecasts in Altair Engineering Inc.'s public disclosures?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of events could potentially cause business interruptions for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could a catastrophic event affecting Altair Engineering Inc.'s critical business or information technology systems impact the company's operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What type of insurance may not fully compensate Altair Engineering Inc. for losses or damages resulting from certain events?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Which organization is responsible for interpreting accounting principles that could significantly affect Altair Engineering Inc.'s reported financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What could be the impact on Altair Engineering Inc.'s operating results if the company were to change its critical accounting estimates related to the recognition of license revenue and other revenue sources?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key areas of focus for Altair Engineering Inc.'s software and cloud solutions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the purpose of the Management's Discussion and Analysis (MD&A) section in Altair Engineering Inc.'s Annual Report on Form 10-K?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Management's Discussion and Analysis, Form 10-K
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of information can be found in the MD&A section regarding Altair Engineering Inc.'s financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
MD&A, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key components of Altair Engineering Inc.'s integrated suite of software that contribute to its financial performance?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s focus on openness and usability in its software products impact its financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the potential risks and uncertainties that could affect Altair Engineering Inc.'s financial condition and results of operations, as mentioned in the MD&A section?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., MD&A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the two licensing methods employed by Altair Engineering Inc. to deliver their software solutions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s Client Engineering Services (CES) benefit the company in terms of understanding market trends and tailoring their software products?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Client Engineering Services (CES)
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key areas of focus for Altair Engineering Inc. in terms of their business operations and software solutions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary licensing model used by Altair Engineering Inc. for their software and digital content?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s units-based subscription licensing model benefit their customers and the company?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What percentage of new software revenue for Altair Engineering Inc. comes from expansion within existing customers?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has the COVID-19 pandemic affected Altair Engineering Inc.'s operations and financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures has Altair Engineering Inc. taken in response to the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What are the known trends or uncertainties that could materially affect Altair Engineering Inc.'s results due to the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What specific actions have Altair Engineering Inc.'s customers taken due to the COVID-19 disruptions that have negatively impacted the company's financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What measures has Altair Engineering Inc. taken to mitigate the potential loss of revenue due to the COVID-19 disruptions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How does Altair Engineering Inc. plan to manage its deeply technical and specialized engineering resources in the long term, given the COVID-19 disruptions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What measures has Altair Engineering Inc. taken in response to COVID-19 that could impact its financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has the shift to virtual sales, professional services, and other activities due to COVID-19 travel restrictions affected Altair Engineering Inc.'s financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What contingency plans has Altair Engineering Inc. developed to address potential financial challenges due to COVID-19, and how might these plans impact its financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has Altair Engineering Inc. adapted its operations to ensure the health and safety of its employees, customers, and partners during the pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures has Altair Engineering Inc. taken to support its customers during the pandemic, and how might these measures impact the company's financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has Altair Engineering Inc.'s response to the pandemic affected its liquidity and capital resources, and are there any known trends or uncertainties that could materially affect the company's results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has Altair Engineering Inc. adapted its operations to the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What measures has Altair Engineering Inc. taken to manage operating expenses during the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has Altair Engineering Inc. addressed the temporary wage reductions implemented during the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What measures has Altair Engineering Inc. implemented to ensure the safety of its employees and maintain business operations during the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has Altair Engineering Inc. responded to the potential impact of COVID-19 on its financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What actions will Altair Engineering Inc. take if an employee contracts the virus or tests positive for COVID-19?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has the COVID-19 pandemic affected Altair Engineering Inc.'s revenue from international operations due to fluctuations in foreign currency exchange rates?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures has Altair Engineering Inc. taken to assess the impact of the COVID-19 pandemic on its tangible and intangible assets for potential impairment as of December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19, December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What are the potential future risks related to non-amortizing intangible assets from recent acquisitions for Altair Engineering Inc. in the context of the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How has the COVID-19 pandemic affected Altair Engineering Inc.'s software product revenue?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc.
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What measures has Altair Engineering Inc. taken to mitigate the negative impact of COVID-19 on its customers?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What potential risks does Altair Engineering Inc. face due to the COVID-19 pandemic in terms of customer behavior and financial impact?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What factors have significantly impacted Altair Engineering Inc.'s financial condition and results of operations during the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
How might Altair Engineering Inc.'s business be affected by an economic recession or depression resulting from the COVID-19 pandemic?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What steps is Altair Engineering Inc. taking to evaluate and address the impact of the COVID-19 pandemic on its business and financial condition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What was the total preliminary purchase price for Altair Engineering Inc.'s acquisition of Univa Corporation and other business acquisitions in 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Univa Corporation, 2020
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. expect to benefit from its recent acquisitions, and what factors could impact the realization of these benefits?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are some key business risks and management's views on addressing them, as mentioned in the MD&A section of Altair Engineering Inc.'s 10K filing?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., MD&A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors does Altair Engineering Inc. believe will impact its future success?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does seasonality affect Altair Engineering Inc.'s billings and cash flows?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What impact do foreign currency fluctuations have on Altair Engineering Inc.'s financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. manage the risk of foreign currency fluctuations in its international operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What were the net effects of currency fluctuations on Altair Engineering Inc.'s financial metrics for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the two reportable segments identified by Altair Engineering Inc. and what do they entail?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the main components of Altair Engineering Inc.'s Software segment and how do they contribute to the company's financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s Client Engineering Services segment operate and what impact does it have on the company's financial condition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are some key business risks and trends that Altair Engineering Inc. has identified in its MD&A, and how is the company addressing them?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., MD&A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary source of revenue for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What businesses are included in the 'Other' category of Altair Engineering Inc.'s reportable segments?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What does the MD&A section of Altair Engineering Inc.'s Annual Report on Form 10-K discuss regarding the company's financial condition and results of operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., MD&A, Form 10-K
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue for software licenses and maintenance services?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of services does Altair Engineering Inc. offer in addition to software licenses, and how is revenue recognized for these services?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary focus of Altair Engineering Inc.'s software related services team, and how does this contribute to the company's financial results?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. generate revenue through its Client Engineering Services (CES) business?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Client Engineering Services (CES)
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary components of Altair Engineering Inc.'s cost of software revenue?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the main source of revenue for Altair Engineering Inc.'s Other revenue category?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary components of Altair Engineering Inc.'s cost of client engineering services revenue?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What does the cost of other revenue include for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. account for research and development expenses, and what is the focus of their research and development efforts?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary components of Altair Engineering Inc.'s sales and marketing expenses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors contribute to Altair Engineering Inc.'s general and administrative expenses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. expect its amortization of intangible assets to be affected by future strategic acquisitions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary components of 'Other (income) expense, net' for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors contribute to the variability of income tax expense for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s ability to utilize its substantial United States net operating loss carryforwards and tax credit carryforwards depend on future business performance?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., United States
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors could significantly impact Altair Engineering Inc.'s future effective annual tax rate?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does the geographical distribution of Altair Engineering Inc.'s earnings affect its future effective tax rates?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What key business risks and management's actions to address them are discussed in the MD&A section of Altair Engineering Inc.'s 10K Item 7?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., MD&A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the primary components of Altair Engineering Inc.'s gross deferred tax assets as of December 31, 2020 and 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What event led to the establishment of a $47.0 million valuation allowance for United States DTAs in 2017 for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., United States
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What limitations does Altair Engineering Inc. face in utilizing its net operating losses and tax credit carryforwards?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary reason for Altair Engineering Inc. recording a valuation allowance against its net deferred tax assets in the United States?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., United States
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How could a change in judgment regarding the valuation allowance against Altair Engineering Inc.'s net deferred tax assets impact the company's effective tax rate?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the impact of the Tax Cuts and Jobs Act on Altair Engineering Inc.'s one-time transition tax and deferred tax balances?


> Entering new GraphQAChain chain...
Entities Extracted:
Tax Cuts and Jobs Act, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the impact of the Tax Act's GILTI provision on Altair Engineering Inc.'s income tax expense for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Tax Act, Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How did the CARES Act and the Consolidated Appropriations Act, 2021 affect Altair Engineering Inc.'s consolidated financial statements for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
CARES Act, Consolidated Appropriations Act, Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the change in revenue for software and related services for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What is the definition of Free Cash Flow used by Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Free Cash Flow
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the constant currency change in software revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020, December 31, 2019
Full Context:


> Finished chain.
What were the main factors contributing to the increase in total revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020, December 31, 2019
Full Context:


> Finished chain.
What was the primary reason for the 7% increase in Altair Engineering Inc.'s software revenue for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the main factor contributing to the 23% decrease in software related services revenue for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December
Full Context:


> Finished chain.
How did COVID-19 impact Altair Engineering Inc.'s Client Engineering Services (CES) business for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
COVID-19, Altair Engineering Inc., Client Engineering Services, December
Full Context:
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
Client Engineering Services Support Customers with Long-Term Ongoing Expertise

> Finished chain.
What was the primary reason for the 10% decrease in CES revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
CES, December
Full Context:


> Finished chain.
What was the main factor contributing to the 14% decrease in other revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
December, December 31, 2020, December 31, 2019
Full Context:


> Finished chain.
What were the main factors contributing to the 2% decrease in cost of software revenue for the year ended December 31, 2020 compared to the year ended December 31, 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
December, December 31, 2020, December 31, 2019
Full Context:


> Finished chain.
What was the primary reason for the decrease in cost of software related services revenue for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
How did the cost of client engineering services revenue change for the year ended December 31, 2020 compared to the previous year, and what measures were taken in response to reduced customer demand?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the change in gross profit for the year ended December 31, 2020 compared to the previous year, and what was the percentage of consolidated revenue for both years?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the primary reason for the increase in gross profit for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
Which operating expense category saw the largest percentage increase for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the main factor contributing to the decrease in travel and selling related expenses in the sales and marketing category for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
December
Full Context:


> Finished chain.
What were the primary factors contributing to the increase in general and administrative expenses for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What caused the increase in amortization of intangible assets for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What were the main reasons for the increase in other operating income, net for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the primary reason for the increase in interest expense for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What factors contributed to the increase in other income, net for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the change in income tax expense for the year ended December 31, 2020 compared to the previous year, and what was the percentage increase?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the primary reason for the increase in income tax expense for the year ended December 31, 2020 compared to 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020, 2019
Full Context:


> Finished chain.
What was the main factor contributing to the increase in net loss for the year ended December 31, 2020 compared to 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
December, NONE is not correct in this case since there are actual entities to extract, so the output should be: December, NONE is not a suitable answer here, a correct output would be the actual entity extracted which is "December" and the year "2020" and "2019" are also entities to extract.


The correct output is: December, 2020, 2019
Full Context:


> Finished chain.
How does the company's effective tax rate compare between the years ended December 31, 2020 and 2019, and what factors influenced this change?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020, 2019
Full Context:


> Finished chain.
What non-GAAP financial measures does Altair Engineering Inc. use to evaluate its business performance and make strategic decisions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How did Altair Engineering Inc.'s Billings change from the year ended December 31, 2020 to the year ended December 31, 2021?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Billings, December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the trend in Altair Engineering Inc.'s Adjusted EBITDA from the year ended December 31, 2019 to the year ended December 31, 2021?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary reason for the increase in Billings for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
Billings, December
Full Context:


> Finished chain.
How does Altair Engineering Inc. define Billings and why is it considered a meaningful metric?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Billings
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key financial metrics provided in the context for the year ended December 31, 2020 and how do they compare to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What is the primary reason for the increase in Adjusted EBITDA for Altair Engineering Inc. in the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the definition of Adjusted EBITDA used by Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Adjusted EBITDA, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary reason for the increase in Free Cash Flow for Altair Engineering Inc. in the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the purpose of Altair Engineering Inc. using non-GAAP financial measures in their financial reporting?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. ensure that investors do not rely solely on non-GAAP financial measures?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key components of the Billings calculation provided by Altair Engineering Inc. for the year ended December 31?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Billings, December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the net change in deferred revenue for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
How did the company's Adjusted EBITDA change from 2019 to 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
2019, 2020
Full Context:


> Finished chain.
What were the main components of the company's Free Cash Flow for the year ended December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What is the trend in Altair Engineering Inc.'s free cash flow over the past three years?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has Altair Engineering Inc.'s recurring software license rate changed over the past three years?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the principal sources of liquidity for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is Altair Engineering Inc.'s current focus regarding their corporate headquarters facilities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How might Altair Engineering Inc.'s cash position be affected by potential acquisitions and strategic transactions?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors could influence Altair Engineering Inc.'s cash from operations during fiscal 2021?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., fiscal 2021
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is Altair Engineering Inc.'s assessment of its financial stability for the next twelve months?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How has Altair Engineering Inc. prepared to manage the impact of COVID-19 on its business operations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., COVID-19
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities
COVID-19 Impact Global Volatility and Uncertainty
COVID-19 Force Government Actions to Limit Spread
COVID-19 Impact Negative Impact on Altair Engineering Inc. Customers
COVID-19 Cause Reduced Operating and Other Activities
COVID-19 Impact Negative Impact on Altair Engineering Inc. Business

> Finished chain.
What is the current status of Altair Engineering Inc.'s revolving credit facility and its borrowing capacity?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What types of assets are excluded from the collateral securing the 2019 Amended Credit Agreement for Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
2019 Amended Credit Agreement, Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Which financial covenants must Altair Engineering Inc. maintain as of the end of each fiscal quarter under the 2019 Amended Credit Agreement?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., Amended Credit Agreement
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How much of Altair Engineering Inc.'s cash and cash equivalents were held in the United States as of December 31, 2020 and 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., United States, December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary source of cash inflows for Altair Engineering Inc. in the year ended December 31, 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How did the net cash used in investing activities change for Altair Engineering Inc. between the years ended December 31, 2018 and 2019?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What potential impact could the 2017 changes in U.S. tax law have on Altair Engineering Inc.'s tax obligations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., U.S.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What was the primary reason for the increase in net cash provided by operating activities for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the main factor contributing to the increase in net cash used in investing activities for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
How did the net cash provided by financing activities for the year ended December 31, 2020 compare to the previous year, and what were the main drivers of this change?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What was the primary reason for the increase in the favorable effect of exchange rate changes on cash, cash equivalents and restricted cash for the year ended December 31, 2020 compared to the previous year?


> Entering new GraphQAChain chain...
Entities Extracted:
December 31, 2020
Full Context:


> Finished chain.
What are the principal commitments and contractual obligations of Altair Engineering Inc. as of December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the total amount of payments due for Altair Engineering Inc.'s non-cancelable contractual obligations as of December 31, 2020, and how are these payments distributed over the next five years?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the contractual obligations not included in the table provided by Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the net benefit liability recognized by Altair Engineering Inc. as of December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
Does Altair Engineering Inc. have any off-balance sheet arrangements as of December 31, 2020?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., December
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the critical accounting policies and estimates that Altair Engineering Inc. considers significant in preparing its financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. determine the estimates and assumptions used in its revenue recognition policy?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the potential impact of changes in estimates and assumptions on Altair Engineering Inc.'s financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue from its Software segment?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the primary licensing model used by Altair Engineering Inc. for its software products?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc.'s patented units-based subscription model work and how does it impact revenue recognition?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue from term-based software licenses?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the revenue recognition policy for perpetual licenses sold by Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. allocate values in bundled perpetual and PCS arrangements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue from training, consulting, and other services?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What methods does Altair Engineering Inc. use to measure progress towards the completion of performance obligations in service contracts?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What critical accounting judgments related to revenue recognition are mentioned in the MD&A section of Altair Engineering Inc.'s 10K filing?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc., MD&A
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue from transactions with channel partners?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the key considerations for Altair Engineering Inc. when allocating the transaction price to each performance obligation in contracts with multiple performance obligations?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the critical accounting judgments that could have a significant impact on Altair Engineering Inc.'s financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. account for non-income related taxes collected from customers and remitted to governmental authorities on their consolidated balance sheet?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What revenue recognition method does Altair Engineering Inc. use for consulting services from product design and development projects on a fixed-price basis?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue for client engineering services?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. recognize revenue from the sale of LED products?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. account for acquisitions of entities that include inputs, processes, and the ability to create outputs?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What is the significance of the measurement period in Altair Engineering Inc.'s acquisition accounting process?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. determine the estimated fair values of intangible assets acquired?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are the critical estimates involved in valuing intangible assets acquired by Altair Engineering Inc.?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. address the inherent uncertainty in estimating fair values of intangible assets?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What method does Altair Engineering Inc. use for accounting for income taxes, and how does it affect deferred tax assets and liabilities?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. assess the potential realization of deferred tax assets?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What are some critical accounting judgments related to income taxes that could have a significant impact on Altair Engineering Inc.'s financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What factors does Altair Engineering Inc. consider when determining the valuation allowance for its deferred tax assets?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
How does Altair Engineering Inc. account for tax uncertainties in its financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.
What impact do recent accounting pronouncements have on Altair Engineering Inc.'s consolidated financial statements?


> Entering new GraphQAChain chain...
Entities Extracted:
Altair Engineering Inc.
Full Context:
Altair Engineering Inc. Expect Amendment of Interest Rates
Altair Engineering Inc. Face Bad Debt Expenses
Altair Engineering Inc. Face Extension of Payment Terms
Altair Engineering Inc. Operate_In Seasonal variations
Altair Engineering Inc. Face Fluctuations in Foreign Currency Exchange Rates
Altair Engineering Inc. Have Revenue and Expenses Denominated in Foreign Currencies
Altair Engineering Inc. Face Currency Risk
Altair Engineering Inc. Dependent_on Performance of Distributors and Resellers
Altair Engineering Inc. Focus_on Long-term Growth
Altair Engineering Inc. Invest_in Research and Development
Altair Engineering Inc. Face Loss of Senior Execuives
Altair Engineering Inc. Face Regulatory, Economic and Political Risks
Altair Engineering Inc. Face Integration Challenges
Altair Engineering Inc. Face Staffing and Management Challenges
Altair Engineering Inc. Experience Disruptions
Altair Engineering Inc. Experience Data Loss
Altair Engineering Inc. Experience Outages
Altair Engineering Inc. Experience Performance Problems
Altair Engineering Inc. Store Customer Confidential Business Information
Altair Engineering Inc. Continuously Examine
Altair Engineering Inc. Operate_In European Economic Area
Altair Engineering Inc. Regulated_By GDPR
Altair Engineering Inc. Regulated_By U.K. GDPR
Altair Engineering Inc. Face Market Risk
Altair Engineering Inc. Face Credit Risk
Altair Engineering Inc. Has Class A common stock
Altair Engineering Inc. Sustain Active trading market
Altair Engineering Inc. Impact Lack of active market
Altair Engineering Inc. Impact Inactive market
Altair Engineering Inc. Impact Volatility of market prices
Altair Engineering Inc. Impact Securities class action litigation
Altair Engineering Inc. Retain Available funds
Altair Engineering Inc. Retain Future earnings
Altair Engineering Inc. Operate Internal controls
Altair Engineering Inc. Report Material weaknesses
Altair Engineering Inc. Operate Capital structure
Altair Engineering Inc. Exclude_From Stock indices
Altair Engineering Inc. Impact Market price of Class A common stock
Altair Engineering Inc. Face Negative research
Altair Engineering Inc. Face Unfavorable commentary
Altair Engineering Inc. Face Downgrades
Altair Engineering Inc. Has Class B common stock
Altair Engineering Inc. Do_Not_Control Analysts
Altair Engineering Inc. Slow_To_Attract Research coverage
Altair Engineering Inc. May_Issue Convertible Senior Notes due 2024
Altair Engineering Inc. Face Risk
Altair Engineering Inc. Require Additional Capital
Altair Engineering Inc. Invest Business
Altair Engineering Inc. Raise Funds
Altair Engineering Inc. Issue Equity or Convertible Debt Securities
Altair Engineering Inc. Significantly Dilute Stockholders
Altair Engineering Inc. Impact Restrictive Covenants
Altair Engineering Inc. Impose Restrictions
Altair Engineering Inc. Impact Capital Raising Activities
Altair Engineering Inc. Impact Financial and Operational Matters
Altair Engineering Inc. Impact Obtaining Additional Capital
Altair Engineering Inc. Impact Managing Business
Altair Engineering Inc. Impact Pursuing Business Opportunities
Altair Engineering Inc. Impact Potential Acquisitions
Altair Engineering Inc. Fail Grow at Similar Rates
Altair Engineering Inc. Face Interruptions
Altair Engineering Inc. Impacted_By Natural Disasters
Altair Engineering Inc. Affect Delivery of Software and Training
Altair Engineering Inc. Face Negative Impact
Altair Engineering Inc. Face Changes in Accounting Principles
Altair Engineering Inc. Face Impact
Altair Engineering Inc. Face Change
Altair Engineering Inc. Face Enhancement
Altair Engineering Inc. Face Significant Effect
Altair Engineering Inc. Face Reporting Transactions
Altair Engineering Inc. Operate_In Technology Industry
Altair Engineering Inc. Produce Simulation Software
Altair Engineering Inc. Produce High-Performance Computing Solutions
Altair Engineering Inc. Produce Data Analytics Solutions
Altair Engineering Inc. Produce Artificial Intelligence Solutions
Altair Engineering Inc. Operate_In Global Market
Altair Engineering Inc. Impact Connected World
Altair Engineering Inc. Use Units-Based Licensing Model
Altair Engineering Inc. Provide Client Engineering Services
Altair Engineering Inc. Adopt Measures in Response to COVID-19
Altair Engineering Inc. Focus On Maintaining Employee Health and Safety
Altair Engineering Inc. Report Revenue
Altair Engineering Inc. Report Net income (loss)
Altair Engineering Inc. Report Adjusted EBITDA
Altair Engineering Inc. Report Billings
Altair Engineering Inc. Report Ending deferred revenue
Altair Engineering Inc. Report Beginning deferred revenue
Altair Engineering Inc. Report Deferred revenue acquired
Altair Engineering Inc. Report Net cash provided by operating activities
Altair Engineering Inc. Report Capital expenditures
Altair Engineering Inc. Report Free Cash Flow
Altair Engineering Inc. Calculate Recurring software license rate
Altair Engineering Inc. Have Principal sources of liquidity
Altair Engineering Inc. Plan Update zoning for corporate headquarters expansion
Altair Engineering Inc. Evaluate Possible acquisitions and other strategic transactions
Altair Engineering Inc. Believe Existing cash balances
Altair Engineering Inc. Have $150.0 million credit facility
Altair Engineering Inc. Hold Cash and cash equivalents for working capital purposes
Altair Engineering Inc. Expect No significant restrictions
Altair Engineering Inc. Face Tax obligations
Altair Engineering Inc. Use Cash borrowings
Altair Engineering Inc. Have Convertible senior notes due in 2024
Altair Engineering Inc. Have Line of credit
Altair Engineering Inc. Have Obligations under operating leases
Altair Engineering Inc. Have Finance lease obligations
Altair Engineering Inc. Have Other long-term liabilities

> Finished chain.