Global Automotive Artificial Intelligence Software Market Insights And Forecast To 2028

1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Automotive Artificial Intelligence Software Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 Automatic Drive
1.2.3 ADAS
1.3 Market by Application
1.3.1 Global Automotive Artificial Intelligence Software Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 Passanger Cars
1.3.3 Commercial Vehicles
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Automotive Artificial Intelligence Software Market Perspective (2017-2028)
2.2 Automotive Artificial Intelligence Software Growth Trends by Region
2.2.1 Automotive Artificial Intelligence Software Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Automotive Artificial Intelligence Software Historic Market Size by Region (2017-2022)
2.2.3 Automotive Artificial Intelligence Software Forecasted Market Size by Region (2023-2028)
2.3 Automotive Artificial Intelligence Software Market Dynamics
2.3.1 Automotive Artificial Intelligence Software Industry Trends
2.3.2 Automotive Artificial Intelligence Software Market Drivers
2.3.3 Automotive Artificial Intelligence Software Market Challenges
2.3.4 Automotive Artificial Intelligence Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Automotive Artificial Intelligence Software Players by Revenue
3.1.1 Global Top Automotive Artificial Intelligence Software Players by Revenue (2017-2022)
3.1.2 Global Automotive Artificial Intelligence Software Revenue Market Share by Players (2017-2022)
3.2 Global Automotive Artificial Intelligence Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Automotive Artificial Intelligence Software Revenue
3.4 Global Automotive Artificial Intelligence Software Market Concentration Ratio
3.4.1 Global Automotive Artificial Intelligence Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Automotive Artificial Intelligence Software Revenue in 2021
3.5 Automotive Artificial Intelligence Software Key Players Head office and Area Served
3.6 Key Players Automotive Artificial Intelligence Software Product Solution and Service
3.7 Date of Enter into Automotive Artificial Intelligence Software Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Automotive Artificial Intelligence Software Breakdown Data by Type
4.1 Global Automotive Artificial Intelligence Software Historic Market Size by Type (2017-2022)
4.2 Global Automotive Artificial Intelligence Software Forecasted Market Size by Type (2023-2028)
5 Automotive Artificial Intelligence Software Breakdown Data by Application
5.1 Global Automotive Artificial Intelligence Software Historic Market Size by Application (2017-2022)
5.2 Global Automotive Artificial Intelligence Software Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Automotive Artificial Intelligence Software Market Size (2017-2028)
6.2 North America Automotive Artificial Intelligence Software Market Size by Type
6.2.1 North America Automotive Artificial Intelligence Software Market Size by Type (2017-2022)
6.2.2 North America Automotive Artificial Intelligence Software Market Size by Type (2023-2028)
6.2.3 North America Automotive Artificial Intelligence Software Market Share by Type (2017-2028)
6.3 North America Automotive Artificial Intelligence Software Market Size by Application
6.3.1 North America Automotive Artificial Intelligence Software Market Size by Application (2017-2022)
6.3.2 North America Automotive Artificial Intelligence Software Market Size by Application (2023-2028)
6.3.3 North America Automotive Artificial Intelligence Software Market Share by Application (2017-2028)
6.4 North America Automotive Artificial Intelligence Software Market Size by Country
6.4.1 North America Automotive Artificial Intelligence Software Market Size by Country (2017-2022)
6.4.2 North America Automotive Artificial Intelligence Software Market Size by Country (2023-2028)
6.4.3 United States
6.4.4 Canada
7 Europe
7.1 Europe Automotive Artificial Intelligence Software Market Size (2017-2028)
7.2 Europe Automotive Artificial Intelligence Software Market Size by Type
7.2.1 Europe Automotive Artificial Intelligence Software Market Size by Type (2017-2022)
7.2.2 Europe Automotive Artificial Intelligence Software Market Size by Type (2023-2028)
7.2.3 Europe Automotive Artificial Intelligence Software Market Share by Type (2017-2028)
7.3 Europe Automotive Artificial Intelligence Software Market Size by Application
7.3.1 Europe Automotive Artificial Intelligence Software Market Size by Application (2017-2022)
7.3.2 Europe Automotive Artificial Intelligence Software Market Size by Application (2023-2028)
7.3.3 Europe Automotive Artificial Intelligence Software Market Share by Application (2017-2028)
7.4 Europe Automotive Artificial Intelligence Software Market Size by Country
7.4.1 Europe Automotive Artificial Intelligence Software Market Size by Country (2017-2022)
7.4.2 Europe Automotive Artificial Intelligence Software Market Size by Country (2023-2028)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Automotive Artificial Intelligence Software Market Size (2017-2028)
8.2 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Type
8.2.1 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Type (2017-2022)
8.2.2 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Type (2023-2028)
8.2.3 Asia-Pacific Automotive Artificial Intelligence Software Market Share by Type (2017-2028)
8.3 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Application
8.3.1 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Application (2017-2022)
8.3.2 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Application (2023-2028)
8.3.3 Asia-Pacific Automotive Artificial Intelligence Software Market Share by Application (2017-2028)
8.4 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Region
8.4.1 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Region (2017-2022)
8.4.2 Asia-Pacific Automotive Artificial Intelligence Software Market Size by Region (2023-2028)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America Automotive Artificial Intelligence Software Market Size (2017-2028)
9.2 Latin America Automotive Artificial Intelligence Software Market Size by Type
9.2.1 Latin America Automotive Artificial Intelligence Software Market Size by Type (2017-2022)
9.2.2 Latin America Automotive Artificial Intelligence Software Market Size by Type (2023-2028)
9.2.3 Latin America Automotive Artificial Intelligence Software Market Share by Type (2017-2028)
9.3 Latin America Automotive Artificial Intelligence Software Market Size by Application
9.3.1 Latin America Automotive Artificial Intelligence Software Market Size by Application (2017-2022)
9.3.2 Latin America Automotive Artificial Intelligence Software Market Size by Application (2023-2028)
9.3.3 Latin America Automotive Artificial Intelligence Software Market Share by Application (2017-2028)
9.4 Latin America Automotive Artificial Intelligence Software Market Size by Country
9.4.1 Latin America Automotive Artificial Intelligence Software Market Size by Country (2017-2022)
9.4.2 Latin America Automotive Artificial Intelligence Software Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Automotive Artificial Intelligence Software Market Size (2017-2028)
10.2 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Type
10.2.1 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Type (2017-2022)
10.2.2 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Type (2023-2028)
10.2.3 Middle East & Africa Automotive Artificial Intelligence Software Market Share by Type (2017-2028)
10.3 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Application
10.3.1 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Application (2017-2022)
10.3.2 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Application (2023-2028)
10.3.3 Middle East & Africa Automotive Artificial Intelligence Software Market Share by Application (2017-2028)
10.4 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Country
10.4.1 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Country (2017-2022)
10.4.2 Middle East & Africa Automotive Artificial Intelligence Software Market Size by Country (2023-2028)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 Alphabet Inc. (US)
11.1.1 Alphabet Inc. (US) Company Details
11.1.2 Alphabet Inc. (US) Business Overview
11.1.3 Alphabet Inc. (US) Automotive Artificial Intelligence Software Introduction
11.1.4 Alphabet Inc. (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022)
11.1.5 Alphabet Inc. (US) Recent Developments
11.2 Microsoft Corporation (US)
11.2.1 Microsoft Corporation (US) Company Details
11.2.2 Microsoft Corporation (US) Business Overview
11.2.3 Microsoft Corporation (US) Automotive Artificial Intelligence Software Introduction
11.2.4 Microsoft Corporation (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022)
11.2.5 Microsoft Corporation (US) Recent Developments
11.3 IBM Corporation (US)
11.3.1 IBM Corporation (US) Company Details
11.3.2 IBM Corporation (US) Business Overview
11.3.3 IBM Corporation (US) Automotive Artificial Intelligence Software Introduction
11.3.4 IBM Corporation (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022)
11.3.5 IBM Corporation (US) Recent Developments
11.4 Intel Corporation (US)
11.4.1 Intel Corporation (US) Company Details
11.4.2 Intel Corporation (US) Business Overview
11.4.3 Intel Corporation (US) Automotive Artificial Intelligence Software Introduction
11.4.4 Intel Corporation (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022)
11.4.5 Intel Corporation (US) Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer

List of Tables
Table 1. Global Automotive Artificial Intelligence Software Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of Automatic Drive
Table 3. Key Players of ADAS
Table 4. Global Automotive Artificial Intelligence Software Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 5. Global Automotive Artificial Intelligence Software Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Automotive Artificial Intelligence Software Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Automotive Artificial Intelligence Software Market Share by Region (2017-2022)
Table 8. Global Automotive Artificial Intelligence Software Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Automotive Artificial Intelligence Software Market Share by Region (2023-2028)
Table 10. Automotive Artificial Intelligence Software Market Trends
Table 11. Automotive Artificial Intelligence Software Market Drivers
Table 12. Automotive Artificial Intelligence Software Market Challenges
Table 13. Automotive Artificial Intelligence Software Market Restraints
Table 14. Global Automotive Artificial Intelligence Software Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Automotive Artificial Intelligence Software Revenue Share by Players (2017-2022)
Table 16. Global Top Automotive Artificial Intelligence Software by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Automotive Artificial Intelligence Software as of 2021)
Table 17. Ranking of Global Top Automotive Artificial Intelligence Software Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Automotive Artificial Intelligence Software Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Automotive Artificial Intelligence Software Product Solution and Service
Table 21. Date of Enter into Automotive Artificial Intelligence Software Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Automotive Artificial Intelligence Software Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Automotive Artificial Intelligence Software Revenue Market Share by Type (2017-2022)
Table 25. Global Automotive Artificial Intelligence Software Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Automotive Artificial Intelligence Software Revenue Market Share by Type (2023-2028)
Table 27. Global Automotive Artificial Intelligence Software Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Automotive Artificial Intelligence Software Revenue Share by Application (2017-2022)
Table 29. Global Automotive Artificial Intelligence Software Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Automotive Artificial Intelligence Software Revenue Share by Application (2023-2028)
Table 31. North America Automotive Artificial Intelligence Software Market Size by Type (2017-2022) & (US$ Million)
Table 32. North America Automotive Artificial Intelligence Software Market Size by Type (2023-2028) & (US$ Million)
Table 33. North America Automotive Artificial Intelligence Software Market Size by Application (2017-2022) & (US$ Million)
Table 34. North America Automotive Artificial Intelligence Software Market Size by Application (2023-2028) & (US$ Million)
Table 35. North America Automotive Artificial Intelligence Software Market Size by Country (2017-2022) & (US$ Million)
Table 36. North America Automotive Artificial Intelligence Software Market Size by Country (2023-2028) & (US$ Million)
Table 37. Europe Automotive Artificial Intelligence Software Market Size by Type (2017-2022) & (US$ Million)
Table 38. Europe Automotive Artificial Intelligence Software Market Size by Type (2023-2028) & (US$ Million)
Table 39. Europe Automotive Artificial Intelligence Software Market Size by Application (2017-2022) & (US$ Million)
Table 40. Europe Automotive Artificial Intelligence Software Market Size by Application (2023-2028) & (US$ Million)
Table 41. Europe Automotive Artificial Intelligence Software Market Size by Country (2017-2022) & (US$ Million)
Table 42. Europe Automotive Artificial Intelligence Software Market Size by Country (2023-2028) & (US$ Million)
Table 43. Asia Pacific Automotive Artificial Intelligence Software Market Size by Type (2017-2022) & (US$ Million)
Table 44. Asia Pacific Automotive Artificial Intelligence Software Market Size by Type (2023-2028) & (US$ Million)
Table 45. Asia Pacific Automotive Artificial Intelligence Software Market Size by Application (2017-2022) & (US$ Million)
Table 46. Asia Pacific Automotive Artificial Intelligence Software Market Size by Application (2023-2028) & (US$ Million)
Table 47. Asia Pacific Automotive Artificial Intelligence Software Market Size by Region (2017-2022) & (US$ Million)
Table 48. Asia Pacific Automotive Artificial Intelligence Software Market Size by Region (2023-2028) & (US$ Million)
Table 49. Latin America Automotive Artificial Intelligence Software Market Size by Type (2017-2022) & (US$ Million)
Table 50. Latin America Automotive Artificial Intelligence Software Market Size by Type (2023-2028) & (US$ Million)
Table 51. Latin America Automotive Artificial Intelligence Software Market Size by Application (2017-2022) & (US$ Million)
Table 52. Latin America Automotive Artificial Intelligence Software Market Size by Application (2023-2028) & (US$ Million)
Table 53. Latin America Automotive Artificial Intelligence Software Market Size by Country (2017-2022) & (US$ Million)
Table 54. Latin America Automotive Artificial Intelligence Software Market Size by Country (2023-2028) & (US$ Million)
Table 55. Middle East and Africa Automotive Artificial Intelligence Software Market Size by Type (2017-2022) & (US$ Million)
Table 56. Middle East and Africa Automotive Artificial Intelligence Software Market Size by Type (2023-2028) & (US$ Million)
Table 57. Middle East and Africa Automotive Artificial Intelligence Software Market Size by Application (2017-2022) & (US$ Million)
Table 58. Middle East and Africa Automotive Artificial Intelligence Software Market Size by Application (2023-2028) & (US$ Million)
Table 59. Middle East and Africa Automotive Artificial Intelligence Software Market Size by Country (2017-2022) & (US$ Million)
Table 60. Middle East and Africa Automotive Artificial Intelligence Software Market Size by Country (2023-2028) & (US$ Million)
Table 61. Alphabet Inc. (US) Company Details
Table 62. Alphabet Inc. (US) Business Overview
Table 63. Alphabet Inc. (US) Automotive Artificial Intelligence Software Product
Table 64. Alphabet Inc. (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022) & (US$ Million)
Table 65. Alphabet Inc. (US) Recent Developments
Table 66. Microsoft Corporation (US) Company Details
Table 67. Microsoft Corporation (US) Business Overview
Table 68. Microsoft Corporation (US) Automotive Artificial Intelligence Software Product
Table 69. Microsoft Corporation (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022) & (US$ Million)
Table 70. Microsoft Corporation (US) Recent Developments
Table 71. IBM Corporation (US) Company Details
Table 72. IBM Corporation (US) Business Overview
Table 73. IBM Corporation (US) Automotive Artificial Intelligence Software Product
Table 74. IBM Corporation (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022) & (US$ Million)
Table 75. IBM Corporation (US) Recent Developments
Table 76. Intel Corporation (US) Company Details
Table 77. Intel Corporation (US) Business Overview
Table 78. Intel Corporation (US) Automotive Artificial Intelligence Software Product
Table 79. Intel Corporation (US) Revenue in Automotive Artificial Intelligence Software Business (2017-2022) & (US$ Million)
Table 80. Intel Corporation (US) Recent Developments
Table 81. Research Programs/Design for This Report
Table 82. Key Data Information from Secondary Sources
Table 83. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Automotive Artificial Intelligence Software Market Share by Type: 2021 VS 2028
Figure 2. Automatic Drive Features
Figure 3. ADAS Features
Figure 4. Global Automotive Artificial Intelligence Software Market Share by Application: 2021 VS 2028
Figure 5. Passanger Cars Case Studies
Figure 6. Commercial Vehicles Case Studies
Figure 7. Automotive Artificial Intelligence Software Report Years Considered
Figure 8. Global Automotive Artificial Intelligence Software Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 9. Global Automotive Artificial Intelligence Software Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 10. Global Automotive Artificial Intelligence Software Market Share by Region: 2021 VS 2028
Figure 11. Global Automotive Artificial Intelligence Software Market Share by Players in 2021
Figure 12. Global Top Automotive Artificial Intelligence Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Automotive Artificial Intelligence Software as of 2021)
Figure 13. The Top 10 and 5 Players Market Share by Automotive Artificial Intelligence Software Revenue in 2021
Figure 14. North America Automotive Artificial Intelligence Software Market Size YoY (2017-2028) & (US$ Million)
Figure 15. North America Automotive Artificial Intelligence Software Market Size Market Share by Type (2017-2028)
Figure 16. North America Automotive Artificial Intelligence Software Market Size Market Share by Application (2017-2028)
Figure 17. North America Automotive Artificial Intelligence Software Market Size Share by Country (2017-2028)
Figure 18. United States Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 19. Canada Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 20. Europe Automotive Artificial Intelligence Software Market Size YoY (2017-2028) & (US$ Million)
Figure 21. Europe Automotive Artificial Intelligence Software Market Size Market Share by Type (2017-2028)
Figure 22. Europe Automotive Artificial Intelligence Software Market Size Market Share by Application (2017-2028)
Figure 23. Europe Automotive Artificial Intelligence Software Market Size Share by Country (2017-2028)
Figure 24. Germany Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. France Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. U.K. Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. Italy Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. Russia Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Nordic Countries Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Asia-Pacific Automotive Artificial Intelligence Software Market Size YoY (2017-2028) & (US$ Million)
Figure 31. Asia Pacific Automotive Artificial Intelligence Software Market Size Market Share by Type (2017-2028)
Figure 32. Asia Pacific Automotive Artificial Intelligence Software Market Size Market Share by Application (2017-2028)
Figure 33. Asia Pacific Automotive Artificial Intelligence Software Market Size Share by Region (2017-2028)
Figure 34. China Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Japan Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. South Korea Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Southeast Asia Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. India Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Australia Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 40. Latin America Automotive Artificial Intelligence Software Market Size YoY (2017-2028) & (US$ Million)
Figure 41. Latin America Automotive Artificial Intelligence Software Market Size Market Share by Type (2017-2028)
Figure 42. Latin America Automotive Artificial Intelligence Software Market Size Market Share by Application (2017-2028)
Figure 43. Latin America Automotive Artificial Intelligence Software Market Size Share by Country (2017-2028)
Figure 44. Mexico Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Brazil Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 46. Middle East & Africa Automotive Artificial Intelligence Software Market Size YoY (2017-2028) & (US$ Million)
Figure 47. Middle East and Africa Automotive Artificial Intelligence Software Market Size Market Share by Type (2017-2028)
Figure 48. Middle East and Africa Automotive Artificial Intelligence Software Market Size Market Share by Application (2017-2028)
Figure 49. Middle East and Africa Automotive Artificial Intelligence Software Market Size Share by Country (2017-2028)
Figure 50. Turkey Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 51. Saudi Arabia Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 52. UAE Automotive Artificial Intelligence Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 53. Alphabet Inc. (US) Revenue Growth Rate in Automotive Artificial Intelligence Software Business (2017-2022)
Figure 54. Microsoft Corporation (US) Revenue Growth Rate in Automotive Artificial Intelligence Software Business (2017-2022)
Figure 55. IBM Corporation (US) Revenue Growth Rate in Automotive Artificial Intelligence Software Business (2017-2022)
Figure 56. Intel Corporation (US) Revenue Growth Rate in Automotive Artificial Intelligence Software Business (2017-2022)
Figure 57. Bottom-up and Top-down Approaches for This Report
Figure 58. Data Triangulation
Figure 59. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.