Computer aided engineering (CAE) is simulation process where vehicle systems are tested using simulation software. Vehicle systems include crash test, noise, vibration and harshness test, and climate test. These are tested to improve the comfort and safety in vehicles. Automotive AI is an advanced technology that is being integrated in vehicles at a rapid pace. The trend of driverless, connected vehicles is a key factor boosting automotive AI applications in vehicles.
This report aims to provide a comprehensive presentation of the global market for Automotive AI in CAE, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Automotive AI in CAE. This report contains market size and forecasts of Automotive AI in CAE in global, including the following market information:
Global Automotive AI in CAE Market Revenue, 2018-2023, 2024-2030, ($ millions)
Global top five companies in 2022 (%)
The global Automotive AI in CAE market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Manual Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Automotive AI in CAE include Autodesk, Dassault Systems, Hexagon, Siemens AG, 3D Systems, PTC, Open Mind Technologies, DP Technologies Corp. and SolidCAM, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We has surveyed the Automotive AI in CAE companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Automotive AI in CAE Market, by Type, 2018-2023, 2024-2030 ($ millions)
Global Automotive AI in CAE Market Segment Percentages, by Type, 2022 (%)
Manual
Autonomous
Global Automotive AI in CAE Market, by Application, 2018-2023, 2024-2030 ($ millions)
Global Automotive AI in CAE Market Segment Percentages, by Application, 2022 (%)
Crash Simulation
Noise, Vibration and Harshness Simulation
Durability Test
Others
Global Automotive AI in CAE Market, By Region and Country, 2018-2023, 2024-2030 ($ Millions)
Global Automotive AI in CAE Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Automotive AI in CAE revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Automotive AI in CAE revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Autodesk
Dassault Systems
Hexagon
Siemens AG
3D Systems
PTC
Open Mind Technologies
DP Technologies Corp.
SolidCAM
ZWSOFT
Altair Corporation
Ansys Inc.
Outline of Major Chapters:
Chapter 1: Introduces the definition of Automotive AI in CAE, market overview.
Chapter 2: Global Automotive AI in CAE market size in revenue.
Chapter 3: Detailed analysis of Automotive AI in CAE company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Automotive AI in CAE in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Automotive AI in CAE Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Automotive AI in CAE Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Automotive AI in CAE Overall Market Size
2.1 Global Automotive AI in CAE Market Size: 2022 VS 2030
2.2 Global Automotive AI in CAE Market Size, Prospects & Forecasts: 2018-2030
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Automotive AI in CAE Players in Global Market
3.2 Top Global Automotive AI in CAE Companies Ranked by Revenue
3.3 Global Automotive AI in CAE Revenue by Companies
3.4 Top 3 and Top 5 Automotive AI in CAE Companies in Global Market, by Revenue in 2022
3.5 Global Companies Automotive AI in CAE Product Type
3.6 Tier 1, Tier 2 and Tier 3 Automotive AI in CAE Players in Global Market
3.6.1 List of Global Tier 1 Automotive AI in CAE Companies
3.6.2 List of Global Tier 2 and Tier 3 Automotive AI in CAE Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Automotive AI in CAE Market Size Markets, 2022 & 2030
4.1.2 Manual
4.1.3 Autonomous
4.2 By Type - Global Automotive AI in CAE Revenue & Forecasts
4.2.1 By Type - Global Automotive AI in CAE Revenue, 2018-2023
4.2.2 By Type - Global Automotive AI in CAE Revenue, 2024-2030
4.2.3 By Type - Global Automotive AI in CAE Revenue Market Share, 2018-2030
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Automotive AI in CAE Market Size, 2022 & 2030
5.1.2 Crash Simulation
5.1.3 Noise, Vibration and Harshness Simulation
5.1.4 Durability Test
5.1.5 Others
5.2 By Application - Global Automotive AI in CAE Revenue & Forecasts
5.2.1 By Application - Global Automotive AI in CAE Revenue, 2018-2023
5.2.2 By Application - Global Automotive AI in CAE Revenue, 2024-2030
5.2.3 By Application - Global Automotive AI in CAE Revenue Market Share, 2018-2030
6 Sights by Region
6.1 By Region - Global Automotive AI in CAE Market Size, 2022 & 2030
6.2 By Region - Global Automotive AI in CAE Revenue & Forecasts
6.2.1 By Region - Global Automotive AI in CAE Revenue, 2018-2023
6.2.2 By Region - Global Automotive AI in CAE Revenue, 2024-2030
6.2.3 By Region - Global Automotive AI in CAE Revenue Market Share, 2018-2030
6.3 North America
6.3.1 By Country - North America Automotive AI in CAE Revenue, 2018-2030
6.3.2 US Automotive AI in CAE Market Size, 2018-2030
6.3.3 Canada Automotive AI in CAE Market Size, 2018-2030
6.3.4 Mexico Automotive AI in CAE Market Size, 2018-2030
6.4 Europe
6.4.1 By Country - Europe Automotive AI in CAE Revenue, 2018-2030
6.4.2 Germany Automotive AI in CAE Market Size, 2018-2030
6.4.3 France Automotive AI in CAE Market Size, 2018-2030
6.4.4 U.K. Automotive AI in CAE Market Size, 2018-2030
6.4.5 Italy Automotive AI in CAE Market Size, 2018-2030
6.4.6 Russia Automotive AI in CAE Market Size, 2018-2030
6.4.7 Nordic Countries Automotive AI in CAE Market Size, 2018-2030
6.4.8 Benelux Automotive AI in CAE Market Size, 2018-2030
6.5 Asia
6.5.1 By Region - Asia Automotive AI in CAE Revenue, 2018-2030
6.5.2 China Automotive AI in CAE Market Size, 2018-2030
6.5.3 Japan Automotive AI in CAE Market Size, 2018-2030
6.5.4 South Korea Automotive AI in CAE Market Size, 2018-2030
6.5.5 Southeast Asia Automotive AI in CAE Market Size, 2018-2030
6.5.6 India Automotive AI in CAE Market Size, 2018-2030
6.6 South America
6.6.1 By Country - South America Automotive AI in CAE Revenue, 2018-2030
6.6.2 Brazil Automotive AI in CAE Market Size, 2018-2030
6.6.3 Argentina Automotive AI in CAE Market Size, 2018-2030
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Automotive AI in CAE Revenue, 2018-2030
6.7.2 Turkey Automotive AI in CAE Market Size, 2018-2030
6.7.3 Israel Automotive AI in CAE Market Size, 2018-2030
6.7.4 Saudi Arabia Automotive AI in CAE Market Size, 2018-2030
6.7.5 UAE Automotive AI in CAE Market Size, 2018-2030
7 Automotive AI in CAE Companies Profiles
7.1 Autodesk
7.1.1 Autodesk Company Summary
7.1.2 Autodesk Business Overview
7.1.3 Autodesk Automotive AI in CAE Major Product Offerings
7.1.4 Autodesk Automotive AI in CAE Revenue in Global Market (2018-2023)
7.1.5 Autodesk Key News & Latest Developments
7.2 Dassault Systems
7.2.1 Dassault Systems Company Summary
7.2.2 Dassault Systems Business Overview
7.2.3 Dassault Systems Automotive AI in CAE Major Product Offerings
7.2.4 Dassault Systems Automotive AI in CAE Revenue in Global Market (2018-2023)
7.2.5 Dassault Systems Key News & Latest Developments
7.3 Hexagon
7.3.1 Hexagon Company Summary
7.3.2 Hexagon Business Overview
7.3.3 Hexagon Automotive AI in CAE Major Product Offerings
7.3.4 Hexagon Automotive AI in CAE Revenue in Global Market (2018-2023)
7.3.5 Hexagon Key News & Latest Developments
7.4 Siemens AG
7.4.1 Siemens AG Company Summary
7.4.2 Siemens AG Business Overview
7.4.3 Siemens AG Automotive AI in CAE Major Product Offerings
7.4.4 Siemens AG Automotive AI in CAE Revenue in Global Market (2018-2023)
7.4.5 Siemens AG Key News & Latest Developments
7.5 3D Systems
7.5.1 3D Systems Company Summary
7.5.2 3D Systems Business Overview
7.5.3 3D Systems Automotive AI in CAE Major Product Offerings
7.5.4 3D Systems Automotive AI in CAE Revenue in Global Market (2018-2023)
7.5.5 3D Systems Key News & Latest Developments
7.6 PTC
7.6.1 PTC Company Summary
7.6.2 PTC Business Overview
7.6.3 PTC Automotive AI in CAE Major Product Offerings
7.6.4 PTC Automotive AI in CAE Revenue in Global Market (2018-2023)
7.6.5 PTC Key News & Latest Developments
7.7 Open Mind Technologies
7.7.1 Open Mind Technologies Company Summary
7.7.2 Open Mind Technologies Business Overview
7.7.3 Open Mind Technologies Automotive AI in CAE Major Product Offerings
7.7.4 Open Mind Technologies Automotive AI in CAE Revenue in Global Market (2018-2023)
7.7.5 Open Mind Technologies Key News & Latest Developments
7.8 DP Technologies Corp.
7.8.1 DP Technologies Corp. Company Summary
7.8.2 DP Technologies Corp. Business Overview
7.8.3 DP Technologies Corp. Automotive AI in CAE Major Product Offerings
7.8.4 DP Technologies Corp. Automotive AI in CAE Revenue in Global Market (2018-2023)
7.8.5 DP Technologies Corp. Key News & Latest Developments
7.9 SolidCAM
7.9.1 SolidCAM Company Summary
7.9.2 SolidCAM Business Overview
7.9.3 SolidCAM Automotive AI in CAE Major Product Offerings
7.9.4 SolidCAM Automotive AI in CAE Revenue in Global Market (2018-2023)
7.9.5 SolidCAM Key News & Latest Developments
7.10 ZWSOFT
7.10.1 ZWSOFT Company Summary
7.10.2 ZWSOFT Business Overview
7.10.3 ZWSOFT Automotive AI in CAE Major Product Offerings
7.10.4 ZWSOFT Automotive AI in CAE Revenue in Global Market (2018-2023)
7.10.5 ZWSOFT Key News & Latest Developments
7.11 Altair Corporation
7.11.1 Altair Corporation Company Summary
7.11.2 Altair Corporation Business Overview
7.11.3 Altair Corporation Automotive AI in CAE Major Product Offerings
7.11.4 Altair Corporation Automotive AI in CAE Revenue in Global Market (2018-2023)
7.11.5 Altair Corporation Key News & Latest Developments
7.12 Ansys Inc.
7.12.1 Ansys Inc. Company Summary
7.12.2 Ansys Inc. Business Overview
7.12.3 Ansys Inc. Automotive AI in CAE Major Product Offerings
7.12.4 Ansys Inc. Automotive AI in CAE Revenue in Global Market (2018-2023)
7.12.5 Ansys Inc. Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Automotive AI in CAE Market Opportunities & Trends in Global Market
Table 2. Automotive AI in CAE Market Drivers in Global Market
Table 3. Automotive AI in CAE Market Restraints in Global Market
Table 4. Key Players of Automotive AI in CAE in Global Market
Table 5. Top Automotive AI in CAE Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Automotive AI in CAE Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Automotive AI in CAE Revenue Share by Companies, 2018-2023
Table 8. Global Companies Automotive AI in CAE Product Type
Table 9. List of Global Tier 1 Automotive AI in CAE Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Automotive AI in CAE Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Automotive AI in CAE Revenue, (US$, Mn), 2022 & 2030
Table 12. By Type - Automotive AI in CAE Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Automotive AI in CAE Revenue in Global (US$, Mn), 2024-2030
Table 14. By Application ? Global Automotive AI in CAE Revenue, (US$, Mn), 2022 & 2030
Table 15. By Application - Automotive AI in CAE Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Automotive AI in CAE Revenue in Global (US$, Mn), 2024-2030
Table 17. By Region ? Global Automotive AI in CAE Revenue, (US$, Mn), 2022 & 2030
Table 18. By Region - Global Automotive AI in CAE Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Automotive AI in CAE Revenue (US$, Mn), 2024-2030
Table 20. By Country - North America Automotive AI in CAE Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Automotive AI in CAE Revenue, (US$, Mn), 2024-2030
Table 22. By Country - Europe Automotive AI in CAE Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Automotive AI in CAE Revenue, (US$, Mn), 2024-2030
Table 24. By Region - Asia Automotive AI in CAE Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Automotive AI in CAE Revenue, (US$, Mn), 2024-2030
Table 26. By Country - South America Automotive AI in CAE Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Automotive AI in CAE Revenue, (US$, Mn), 2024-2030
Table 28. By Country - Middle East & Africa Automotive AI in CAE Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Automotive AI in CAE Revenue, (US$, Mn), 2024-2030
Table 30. Autodesk Company Summary
Table 31. Autodesk Automotive AI in CAE Product Offerings
Table 32. Autodesk Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 33. Autodesk Key News & Latest Developments
Table 34. Dassault Systems Company Summary
Table 35. Dassault Systems Automotive AI in CAE Product Offerings
Table 36. Dassault Systems Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 37. Dassault Systems Key News & Latest Developments
Table 38. Hexagon Company Summary
Table 39. Hexagon Automotive AI in CAE Product Offerings
Table 40. Hexagon Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 41. Hexagon Key News & Latest Developments
Table 42. Siemens AG Company Summary
Table 43. Siemens AG Automotive AI in CAE Product Offerings
Table 44. Siemens AG Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 45. Siemens AG Key News & Latest Developments
Table 46. 3D Systems Company Summary
Table 47. 3D Systems Automotive AI in CAE Product Offerings
Table 48. 3D Systems Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 49. 3D Systems Key News & Latest Developments
Table 50. PTC Company Summary
Table 51. PTC Automotive AI in CAE Product Offerings
Table 52. PTC Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 53. PTC Key News & Latest Developments
Table 54. Open Mind Technologies Company Summary
Table 55. Open Mind Technologies Automotive AI in CAE Product Offerings
Table 56. Open Mind Technologies Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 57. Open Mind Technologies Key News & Latest Developments
Table 58. DP Technologies Corp. Company Summary
Table 59. DP Technologies Corp. Automotive AI in CAE Product Offerings
Table 60. DP Technologies Corp. Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 61. DP Technologies Corp. Key News & Latest Developments
Table 62. SolidCAM Company Summary
Table 63. SolidCAM Automotive AI in CAE Product Offerings
Table 64. SolidCAM Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 65. SolidCAM Key News & Latest Developments
Table 66. ZWSOFT Company Summary
Table 67. ZWSOFT Automotive AI in CAE Product Offerings
Table 68. ZWSOFT Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 69. ZWSOFT Key News & Latest Developments
Table 70. Altair Corporation Company Summary
Table 71. Altair Corporation Automotive AI in CAE Product Offerings
Table 72. Altair Corporation Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 73. Altair Corporation Key News & Latest Developments
Table 74. Ansys Inc. Company Summary
Table 75. Ansys Inc. Automotive AI in CAE Product Offerings
Table 76. Ansys Inc. Automotive AI in CAE Revenue (US$, Mn) & (2018-2023)
Table 77. Ansys Inc. Key News & Latest Developments
List of Figures
Figure 1. Automotive AI in CAE Segment by Type in 2022
Figure 2. Automotive AI in CAE Segment by Application in 2022
Figure 3. Global Automotive AI in CAE Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Automotive AI in CAE Market Size: 2022 VS 2030 (US$, Mn)
Figure 6. Global Automotive AI in CAE Revenue, 2018-2030 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Automotive AI in CAE Revenue in 2022
Figure 8. By Type - Global Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 9. By Application - Global Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 10. By Type - Global Automotive AI in CAE Revenue, (US$, Mn), 2022 & 2030
Figure 11. By Type - Global Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 12. By Application - Global Automotive AI in CAE Revenue, (US$, Mn), 2022 & 2030
Figure 13. By Application - Global Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 14. By Region - Global Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 15. By Country - North America Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 16. US Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 17. Canada Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 18. Mexico Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 19. By Country - Europe Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 20. Germany Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 21. France Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 22. U.K. Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 23. Italy Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 24. Russia Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 25. Nordic Countries Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 26. Benelux Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 27. By Region - Asia Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 28. China Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 29. Japan Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 30. South Korea Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 31. Southeast Asia Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 32. India Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 33. By Country - South America Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 34. Brazil Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 35. Argentina Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 36. By Country - Middle East & Africa Automotive AI in CAE Revenue Market Share, 2018-2030
Figure 37. Turkey Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 38. Israel Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 39. Saudi Arabia Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 40. UAE Automotive AI in CAE Revenue, (US$, Mn), 2018-2030
Figure 41. Autodesk Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Dassault Systems Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Hexagon Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Siemens AG Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. 3D Systems Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. PTC Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. Open Mind Technologies Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. DP Technologies Corp. Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. SolidCAM Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. ZWSOFT Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. Altair Corporation Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 52. Ansys Inc. Automotive AI in CAE Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
