Automotive Data Service Market
1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Automotive Data Service Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 On-premises
1.2.3 Cloud-based
1.3 Market by Application
1.3.1 Global Automotive Data Service Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 Traffic Management
1.3.3 Safety and Security Management
1.3.4 Driver and User Behavior Analysis
1.3.5 Warranty Analytics
1.3.6 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Automotive Data Service Market Perspective (2017-2028)
2.2 Automotive Data Service Growth Trends by Region
2.2.1 Automotive Data Service Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Automotive Data Service Historic Market Size by Region (2017-2022)
2.2.3 Automotive Data Service Forecasted Market Size by Region (2023-2028)
2.3 Automotive Data Service Market Dynamics
2.3.1 Automotive Data Service Industry Trends
2.3.2 Automotive Data Service Market Drivers
2.3.3 Automotive Data Service Market Challenges
2.3.4 Automotive Data Service Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Automotive Data Service Players by Revenue
3.1.1 Global Top Automotive Data Service Players by Revenue (2017-2022)
3.1.2 Global Automotive Data Service Revenue Market Share by Players (2017-2022)
3.2 Global Automotive Data Service Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Automotive Data Service Revenue
3.4 Global Automotive Data Service Market Concentration Ratio
3.4.1 Global Automotive Data Service Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Automotive Data Service Revenue in 2021
3.5 Automotive Data Service Key Players Head office and Area Served
3.6 Key Players Automotive Data Service Product Solution and Service
3.7 Date of Enter into Automotive Data Service Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Automotive Data Service Breakdown Data by Type
4.1 Global Automotive Data Service Historic Market Size by Type (2017-2022)
4.2 Global Automotive Data Service Forecasted Market Size by Type (2023-2028)
5 Automotive Data Service Breakdown Data by Application
5.1 Global Automotive Data Service Historic Market Size by Application (2017-2022)
5.2 Global Automotive Data Service Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Automotive Data Service Market Size (2017-2028)
6.2 North America Automotive Data Service Market Size by Type
6.2.1 North America Automotive Data Service Market Size by Type (2017-2022)
6.2.2 North America Automotive Data Service Market Size by Type (2023-2028)
6.2.3 North America Automotive Data Service Market Share by Type (2017-2028)
6.3 North America Automotive Data Service Market Size by Application
6.3.1 North America Automotive Data Service Market Size by Application (2017-2022)
6.3.2 North America Automotive Data Service Market Size by Application (2023-2028)
6.3.3 North America Automotive Data Service Market Share by Application (2017-2028)
6.4 North America Automotive Data Service Market Size by Country
6.4.1 North America Automotive Data Service Market Size by Country (2017-2022)
6.4.2 North America Automotive Data Service Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe Automotive Data Service Market Size (2017-2028)
7.2 Europe Automotive Data Service Market Size by Type
7.2.1 Europe Automotive Data Service Market Size by Type (2017-2022)
7.2.2 Europe Automotive Data Service Market Size by Type (2023-2028)
7.2.3 Europe Automotive Data Service Market Share by Type (2017-2028)
7.3 Europe Automotive Data Service Market Size by Application
7.3.1 Europe Automotive Data Service Market Size by Application (2017-2022)
7.3.2 Europe Automotive Data Service Market Size by Application (2023-2028)
7.3.3 Europe Automotive Data Service Market Share by Application (2017-2028)
7.4 Europe Automotive Data Service Market Size by Country
7.4.1 Europe Automotive Data Service Market Size by Country (2017-2022)
7.4.2 Europe Automotive Data Service 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 Data Service Market Size (2017-2028)
8.2 Asia-Pacific Automotive Data Service Market Size by Type
8.2.1 Asia-Pacific Automotive Data Service Market Size by Type (2017-2022)
8.2.2 Asia-Pacific Automotive Data Service Market Size by Type (2023-2028)
8.2.3 Asia-Pacific Automotive Data Service Market Share by Type (2017-2028)
8.3 Asia-Pacific Automotive Data Service Market Size by Application
8.3.1 Asia-Pacific Automotive Data Service Market Size by Application (2017-2022)
8.3.2 Asia-Pacific Automotive Data Service Market Size by Application (2023-2028)
8.3.3 Asia-Pacific Automotive Data Service Market Share by Application (2017-2028)
8.4 Asia-Pacific Automotive Data Service Market Size by Region
8.4.1 Asia-Pacific Automotive Data Service Market Size by Region (2017-2022)
8.4.2 Asia-Pacific Automotive Data Service 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 Data Service Market Size (2017-2028)
9.2 Latin America Automotive Data Service Market Size by Type
9.2.1 Latin America Automotive Data Service Market Size by Type (2017-2022)
9.2.2 Latin America Automotive Data Service Market Size by Type (2023-2028)
9.2.3 Latin America Automotive Data Service Market Share by Type (2017-2028)
9.3 Latin America Automotive Data Service Market Size by Application
9.3.1 Latin America Automotive Data Service Market Size by Application (2017-2022)
9.3.2 Latin America Automotive Data Service Market Size by Application (2023-2028)
9.3.3 Latin America Automotive Data Service Market Share by Application (2017-2028)
9.4 Latin America Automotive Data Service Market Size by Country
9.4.1 Latin America Automotive Data Service Market Size by Country (2017-2022)
9.4.2 Latin America Automotive Data Service Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Automotive Data Service Market Size (2017-2028)
10.2 Middle East & Africa Automotive Data Service Market Size by Type
10.2.1 Middle East & Africa Automotive Data Service Market Size by Type (2017-2022)
10.2.2 Middle East & Africa Automotive Data Service Market Size by Type (2023-2028)
10.2.3 Middle East & Africa Automotive Data Service Market Share by Type (2017-2028)
10.3 Middle East & Africa Automotive Data Service Market Size by Application
10.3.1 Middle East & Africa Automotive Data Service Market Size by Application (2017-2022)
10.3.2 Middle East & Africa Automotive Data Service Market Size by Application (2023-2028)
10.3.3 Middle East & Africa Automotive Data Service Market Share by Application (2017-2028)
10.4 Middle East & Africa Automotive Data Service Market Size by Country
10.4.1 Middle East & Africa Automotive Data Service Market Size by Country (2017-2022)
10.4.2 Middle East & Africa Automotive Data Service 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 SAP SE
11.1.1 SAP SE Company Details
11.1.2 SAP SE Business Overview
11.1.3 SAP SE Automotive Data Service Introduction
11.1.4 SAP SE Revenue in Automotive Data Service Business (2017-2022)
11.1.5 SAP SE Recent Developments
11.2 Microsoft
11.2.1 Microsoft Company Details
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Automotive Data Service Introduction
11.2.4 Microsoft Revenue in Automotive Data Service Business (2017-2022)
11.2.5 Microsoft Recent Developments
11.3 Bosch Software Innovations
11.3.1 Bosch Software Innovations Company Details
11.3.2 Bosch Software Innovations Business Overview
11.3.3 Bosch Software Innovations Automotive Data Service Introduction
11.3.4 Bosch Software Innovations Revenue in Automotive Data Service Business (2017-2022)
11.3.5 Bosch Software Innovations Recent Developments
11.4 IBM
11.4.1 IBM Company Details
11.4.2 IBM Business Overview
11.4.3 IBM Automotive Data Service Introduction
11.4.4 IBM Revenue in Automotive Data Service Business (2017-2022)
11.4.5 IBM Recent Developments
11.5 Oracle
11.5.1 Oracle Company Details
11.5.2 Oracle Business Overview
11.5.3 Oracle Automotive Data Service Introduction
11.5.4 Oracle Revenue in Automotive Data Service Business (2017-2022)
11.5.5 Oracle Recent Developments
11.6 ZenDrive
11.6.1 ZenDrive Company Details
11.6.2 ZenDrive Business Overview
11.6.3 ZenDrive Automotive Data Service Introduction
11.6.4 ZenDrive Revenue in Automotive Data Service Business (2017-2022)
11.6.5 ZenDrive Recent Developments
11.7 Carfit
11.7.1 Carfit Company Details
11.7.2 Carfit Business Overview
11.7.3 Carfit Automotive Data Service Introduction
11.7.4 Carfit Revenue in Automotive Data Service Business (2017-2022)
11.7.5 Carfit Recent Developments
11.8 Ford Commercial Solutions
11.8.1 Ford Commercial Solutions Company Details
11.8.2 Ford Commercial Solutions Business Overview
11.8.3 Ford Commercial Solutions Automotive Data Service Introduction
11.8.4 Ford Commercial Solutions Revenue in Automotive Data Service Business (2017-2022)
11.8.5 Ford Commercial Solutions Recent Developments
11.9 Cloudera
11.9.1 Cloudera Company Details
11.9.2 Cloudera Business Overview
11.9.3 Cloudera Automotive Data Service Introduction
11.9.4 Cloudera Revenue in Automotive Data Service Business (2017-2022)
11.9.5 Cloudera 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 Data Service Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of On-premises
Table 3. Key Players of Cloud-based
Table 4. Global Automotive Data Service Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 5. Global Automotive Data Service Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Automotive Data Service Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Automotive Data Service Market Share by Region (2017-2022)
Table 8. Global Automotive Data Service Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Automotive Data Service Market Share by Region (2023-2028)
Table 10. Automotive Data Service Market Trends
Table 11. Automotive Data Service Market Drivers
Table 12. Automotive Data Service Market Challenges
Table 13. Automotive Data Service Market Restraints
Table 14. Global Automotive Data Service Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Automotive Data Service Revenue Share by Players (2017-2022)
Table 16. Global Top Automotive Data Service by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Automotive Data Service as of 2021)
Table 17. Ranking of Global Top Automotive Data Service Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Automotive Data Service Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Automotive Data Service Product Solution and Service
Table 21. Date of Enter into Automotive Data Service Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Automotive Data Service Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Automotive Data Service Revenue Market Share by Type (2017-2022)
Table 25. Global Automotive Data Service Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Automotive Data Service Revenue Market Share by Type (2023-2028)
Table 27. Global Automotive Data Service Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Automotive Data Service Revenue Share by Application (2017-2022)
Table 29. Global Automotive Data Service Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Automotive Data Service Revenue Share by Application (2023-2028)
Table 31. North America Automotive Data Service Market Size by Type (2017-2022) & (US$ Million)
Table 32. North America Automotive Data Service Market Size by Type (2023-2028) & (US$ Million)
Table 33. North America Automotive Data Service Market Size by Application (2017-2022) & (US$ Million)
Table 34. North America Automotive Data Service Market Size by Application (2023-2028) & (US$ Million)
Table 35. North America Automotive Data Service Market Size by Country (2017-2022) & (US$ Million)
Table 36. North America Automotive Data Service Market Size by Country (2023-2028) & (US$ Million)
Table 37. Europe Automotive Data Service Market Size by Type (2017-2022) & (US$ Million)
Table 38. Europe Automotive Data Service Market Size by Type (2023-2028) & (US$ Million)
Table 39. Europe Automotive Data Service Market Size by Application (2017-2022) & (US$ Million)
Table 40. Europe Automotive Data Service Market Size by Application (2023-2028) & (US$ Million)
Table 41. Europe Automotive Data Service Market Size by Country (2017-2022) & (US$ Million)
Table 42. Europe Automotive Data Service Market Size by Country (2023-2028) & (US$ Million)
Table 43. Asia Pacific Automotive Data Service Market Size by Type (2017-2022) & (US$ Million)
Table 44. Asia Pacific Automotive Data Service Market Size by Type (2023-2028) & (US$ Million)
Table 45. Asia Pacific Automotive Data Service Market Size by Application (2017-2022) & (US$ Million)
Table 46. Asia Pacific Automotive Data Service Market Size by Application (2023-2028) & (US$ Million)
Table 47. Asia Pacific Automotive Data Service Market Size by Region (2017-2022) & (US$ Million)
Table 48. Asia Pacific Automotive Data Service Market Size by Region (2023-2028) & (US$ Million)
Table 49. Latin America Automotive Data Service Market Size by Type (2017-2022) & (US$ Million)
Table 50. Latin America Automotive Data Service Market Size by Type (2023-2028) & (US$ Million)
Table 51. Latin America Automotive Data Service Market Size by Application (2017-2022) & (US$ Million)
Table 52. Latin America Automotive Data Service Market Size by Application (2023-2028) & (US$ Million)
Table 53. Latin America Automotive Data Service Market Size by Country (2017-2022) & (US$ Million)
Table 54. Latin America Automotive Data Service Market Size by Country (2023-2028) & (US$ Million)
Table 55. Middle East and Africa Automotive Data Service Market Size by Type (2017-2022) & (US$ Million)
Table 56. Middle East and Africa Automotive Data Service Market Size by Type (2023-2028) & (US$ Million)
Table 57. Middle East and Africa Automotive Data Service Market Size by Application (2017-2022) & (US$ Million)
Table 58. Middle East and Africa Automotive Data Service Market Size by Application (2023-2028) & (US$ Million)
Table 59. Middle East and Africa Automotive Data Service Market Size by Country (2017-2022) & (US$ Million)
Table 60. Middle East and Africa Automotive Data Service Market Size by Country (2023-2028) & (US$ Million)
Table 61. SAP SE Company Details
Table 62. SAP SE Business Overview
Table 63. SAP SE Automotive Data Service Product
Table 64. SAP SE Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 65. SAP SE Recent Developments
Table 66. Microsoft Company Details
Table 67. Microsoft Business Overview
Table 68. Microsoft Automotive Data Service Product
Table 69. Microsoft Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 70. Microsoft Recent Developments
Table 71. Bosch Software Innovations Company Details
Table 72. Bosch Software Innovations Business Overview
Table 73. Bosch Software Innovations Automotive Data Service Product
Table 74. Bosch Software Innovations Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 75. Bosch Software Innovations Recent Developments
Table 76. IBM Company Details
Table 77. IBM Business Overview
Table 78. IBM Automotive Data Service Product
Table 79. IBM Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 80. IBM Recent Developments
Table 81. Oracle Company Details
Table 82. Oracle Business Overview
Table 83. Oracle Automotive Data Service Product
Table 84. Oracle Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 85. Oracle Recent Developments
Table 86. ZenDrive Company Details
Table 87. ZenDrive Business Overview
Table 88. ZenDrive Automotive Data Service Product
Table 89. ZenDrive Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 90. ZenDrive Recent Developments
Table 91. Carfit Company Details
Table 92. Carfit Business Overview
Table 93. Carfit Automotive Data Service Product
Table 94. Carfit Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 95. Carfit Recent Developments
Table 96. Ford Commercial Solutions Company Details
Table 97. Ford Commercial Solutions Business Overview
Table 98. Ford Commercial Solutions Automotive Data Service Product
Table 99. Ford Commercial Solutions Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 100. Ford Commercial Solutions Recent Developments
Table 101. Cloudera Company Details
Table 102. Cloudera Business Overview
Table 103. Cloudera Automotive Data Service Product
Table 104. Cloudera Revenue in Automotive Data Service Business (2017-2022) & (US$ Million)
Table 105. Cloudera Recent Developments
Table 106. Research Programs/Design for This Report
Table 107. Key Data Information from Secondary Sources
Table 108. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Automotive Data Service Market Share by Type: 2021 VS 2028
Figure 2. On-premises Features
Figure 3. Cloud-based Features
Figure 4. Global Automotive Data Service Market Share by Application: 2021 VS 2028
Figure 5. Traffic Management Case Studies
Figure 6. Safety and Security Management Case Studies
Figure 7. Driver and User Behavior Analysis Case Studies
Figure 8. Warranty Analytics Case Studies
Figure 9. Others Case Studies
Figure 10. Automotive Data Service Report Years Considered
Figure 11. Global Automotive Data Service Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 12. Global Automotive Data Service Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 13. Global Automotive Data Service Market Share by Region: 2021 VS 2028
Figure 14. Global Automotive Data Service Market Share by Players in 2021
Figure 15. Global Top Automotive Data Service Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Automotive Data Service as of 2021)
Figure 16. The Top 10 and 5 Players Market Share by Automotive Data Service Revenue in 2021
Figure 17. North America Automotive Data Service Market Size YoY (2017-2028) & (US$ Million)
Figure 18. North America Automotive Data Service Market Size Market Share by Type (2017-2028)
Figure 19. North America Automotive Data Service Market Size Market Share by Application (2017-2028)
Figure 20. North America Automotive Data Service Market Size Share by Country (2017-2028)
Figure 21. United States Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. Canada Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Europe Automotive Data Service Market Size YoY (2017-2028) & (US$ Million)
Figure 24. Europe Automotive Data Service Market Size Market Share by Type (2017-2028)
Figure 25. Europe Automotive Data Service Market Size Market Share by Application (2017-2028)
Figure 26. Europe Automotive Data Service Market Size Share by Country (2017-2028)
Figure 27. Germany Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. France Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. U.K. Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Italy Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Russia Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Nordic Countries Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Asia-Pacific Automotive Data Service Market Size YoY (2017-2028) & (US$ Million)
Figure 34. Asia Pacific Automotive Data Service Market Size Market Share by Type (2017-2028)
Figure 35. Asia Pacific Automotive Data Service Market Size Market Share by Application (2017-2028)
Figure 36. Asia Pacific Automotive Data Service Market Size Share by Region (2017-2028)
Figure 37. China Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Japan Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. South Korea Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Southeast Asia Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. India Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Australia Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 43. Latin America Automotive Data Service Market Size YoY (2017-2028) & (US$ Million)
Figure 44. Latin America Automotive Data Service Market Size Market Share by Type (2017-2028)
Figure 45. Latin America Automotive Data Service Market Size Market Share by Application (2017-2028)
Figure 46. Latin America Automotive Data Service Market Size Share by Country (2017-2028)
Figure 47. Mexico Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 48. Brazil Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 49. Middle East & Africa Automotive Data Service Market Size YoY (2017-2028) & (US$ Million)
Figure 50. Middle East and Africa Automotive Data Service Market Size Market Share by Type (2017-2028)
Figure 51. Middle East and Africa Automotive Data Service Market Size Market Share by Application (2017-2028)
Figure 52. Middle East and Africa Automotive Data Service Market Size Share by Country (2017-2028)
Figure 53. Turkey Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 54. Saudi Arabia Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 55. UAE Automotive Data Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 56. SAP SE Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 57. Microsoft Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 58. Bosch Software Innovations Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 59. IBM Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 60. Oracle Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 61. ZenDrive Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 62. Carfit Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 63. Ford Commercial Solutions Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 64. Cloudera Revenue Growth Rate in Automotive Data Service Business (2017-2022)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed