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COVID-19 Impact on Global AI Governance Market Size, Status and Forecast 2020-2026

July 2020 | 93 pages | ID: C1CBFF7CA87CEN
QYResearch

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This report focuses on the global AI Governance status, future forecast, growth opportunity, key market and key players. The study objectives are to present the AI Governance development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
The key players covered in this study
  • IBM
  • Google
  • Facebook
  • AWS
  • Microsoft
  • Salesforce.com
  • SAP
  • FICO
  • 2021.AI
  • ZestFinance
  • SAS Institute
  • Pymetrics
  • H2O.AI
  • integrate.ai
Market segment by Type, the product can be split into
  • Software
  • Service
  • Other
Market segment by Application, split into
  • BFSI
  • Healthcare and Life Sciences
  • Government and Defense
  • Retail and Car
Market segment by Regions/Countries, this report covers
  • North America
  • Europe
  • China
  • Japan
  • Southeast Asia
  • India
  • Central & South America
The study objectives of this report are:
  • To analyze global AI Governance status, future forecast, growth opportunity, key market and key players.
  • To present the AI Governance development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
  • To strategically profile the key players and comprehensively analyze their development plan and strategies.
  • To define, describe and forecast the market by type, market and key regions.
In this study, the years considered to estimate the market size of AI Governance are as follows:
  • History Year: 2015-2019
  • Base Year: 2019
  • Estimated Year: 2020
  • Forecast Year 2020 to 2026
For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
1 REPORT OVERVIEW

1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by AI Governance Revenue
1.4 Market Analysis by Type
  1.4.1 Global AI Governance Market Size Growth Rate by Type: 2020 VS 2026
  1.4.2 Software
  1.4.3 Service
  1.4.4 Other
1.5 Market by Application
  1.5.1 Global AI Governance Market Share by Application: 2020 VS 2026
  1.5.2 BFSI
  1.5.3 Healthcare and Life Sciences
  1.5.4 Government and Defense
  1.5.5 Retail and Car
1.6 Coronavirus Disease 2019 (Covid-19): AI Governance Industry Impact
  1.6.1 How the Covid-19 is Affecting the AI Governance Industry
    1.6.1.1 AI Governance Business Impact Assessment - Covid-19
    1.6.1.2 Supply Chain Challenges
    1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
  1.6.2 Market Trends and AI Governance Potential Opportunities in the COVID-19 Landscape
  1.6.3 Measures / Proposal against Covid-19
    1.6.3.1 Government Measures to Combat Covid-19 Impact
    1.6.3.2 Proposal for AI Governance Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered

2 GLOBAL GROWTH TRENDS BY REGIONS

2.1 AI Governance Market Perspective (2015-2026)
2.2 AI Governance Growth Trends by Regions
  2.2.1 AI Governance Market Size by Regions: 2015 VS 2020 VS 2026
  2.2.2 AI Governance Historic Market Share by Regions (2015-2020)
  2.2.3 AI Governance Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
  2.3.1 Market Top Trends
  2.3.2 Market Drivers
  2.3.3 Market Challenges
  2.3.4 Porter’s Five Forces Analysis
  2.3.5 AI Governance Market Growth Strategy
  2.3.6 Primary Interviews with Key AI Governance Players (Opinion Leaders)

3 COMPETITION LANDSCAPE BY KEY PLAYERS

3.1 Global Top AI Governance Players by Market Size
  3.1.1 Global Top AI Governance Players by Revenue (2015-2020)
  3.1.2 Global AI Governance Revenue Market Share by Players (2015-2020)
  3.1.3 Global AI Governance Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global AI Governance Market Concentration Ratio
  3.2.1 Global AI Governance Market Concentration Ratio (CR5 and HHI)
  3.2.2 Global Top 10 and Top 5 Companies by AI Governance Revenue in 2019
3.3 AI Governance Key Players Head office and Area Served
3.4 Key Players AI Governance Product Solution and Service
3.5 Date of Enter into AI Governance Market
3.6 Mergers & Acquisitions, Expansion Plans

4 BREAKDOWN DATA BY TYPE (2015-2026)

4.1 Global AI Governance Historic Market Size by Type (2015-2020)
4.2 Global AI Governance Forecasted Market Size by Type (2021-2026)

5 AI GOVERNANCE BREAKDOWN DATA BY APPLICATION (2015-2026)

5.1 Global AI Governance Market Size by Application (2015-2020)
5.2 Global AI Governance Forecasted Market Size by Application (2021-2026)

6 NORTH AMERICA

6.1 North America AI Governance Market Size (2015-2020)
6.2 AI Governance Key Players in North America (2019-2020)
6.3 North America AI Governance Market Size by Type (2015-2020)
6.4 North America AI Governance Market Size by Application (2015-2020)

7 EUROPE

7.1 Europe AI Governance Market Size (2015-2020)
7.2 AI Governance Key Players in Europe (2019-2020)
7.3 Europe AI Governance Market Size by Type (2015-2020)
7.4 Europe AI Governance Market Size by Application (2015-2020)

8 CHINA

8.1 China AI Governance Market Size (2015-2020)
8.2 AI Governance Key Players in China (2019-2020)
8.3 China AI Governance Market Size by Type (2015-2020)
8.4 China AI Governance Market Size by Application (2015-2020)

9 JAPAN

9.1 Japan AI Governance Market Size (2015-2020)
9.2 AI Governance Key Players in Japan (2019-2020)
9.3 Japan AI Governance Market Size by Type (2015-2020)
9.4 Japan AI Governance Market Size by Application (2015-2020)

10 SOUTHEAST ASIA

10.1 Southeast Asia AI Governance Market Size (2015-2020)
10.2 AI Governance Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia AI Governance Market Size by Type (2015-2020)
10.4 Southeast Asia AI Governance Market Size by Application (2015-2020)

11 INDIA

11.1 India AI Governance Market Size (2015-2020)
11.2 AI Governance Key Players in India (2019-2020)
11.3 India AI Governance Market Size by Type (2015-2020)
11.4 India AI Governance Market Size by Application (2015-2020)

12 CENTRAL & SOUTH AMERICA

12.1 Central & South America AI Governance Market Size (2015-2020)
12.2 AI Governance Key Players in Central & South America (2019-2020)
12.3 Central & South America AI Governance Market Size by Type (2015-2020)
12.4 Central & South America AI Governance Market Size by Application (2015-2020)

13 KEY PLAYERS PROFILES

13.1 IBM
  13.1.1 IBM Company Details
  13.1.2 IBM Business Overview and Its Total Revenue
  13.1.3 IBM AI Governance Introduction
  13.1.4 IBM Revenue in AI Governance Business (2015-2020))
  13.1.5 IBM Recent Development
13.2 Google
  13.2.1 Google Company Details
  13.2.2 Google Business Overview and Its Total Revenue
  13.2.3 Google AI Governance Introduction
  13.2.4 Google Revenue in AI Governance Business (2015-2020)
  13.2.5 Google Recent Development
13.3 Facebook
  13.3.1 Facebook Company Details
  13.3.2 Facebook Business Overview and Its Total Revenue
  13.3.3 Facebook AI Governance Introduction
  13.3.4 Facebook Revenue in AI Governance Business (2015-2020)
  13.3.5 Facebook Recent Development
13.4 AWS
  13.4.1 AWS Company Details
  13.4.2 AWS Business Overview and Its Total Revenue
  13.4.3 AWS AI Governance Introduction
  13.4.4 AWS Revenue in AI Governance Business (2015-2020)
  13.4.5 AWS Recent Development
13.5 Microsoft
  13.5.1 Microsoft Company Details
  13.5.2 Microsoft Business Overview and Its Total Revenue
  13.5.3 Microsoft AI Governance Introduction
  13.5.4 Microsoft Revenue in AI Governance Business (2015-2020)
  13.5.5 Microsoft Recent Development
13.6 Salesforce.com
  13.6.1 Salesforce.com Company Details
  13.6.2 Salesforce.com Business Overview and Its Total Revenue
  13.6.3 Salesforce.com AI Governance Introduction
  13.6.4 Salesforce.com Revenue in AI Governance Business (2015-2020)
  13.6.5 Salesforce.com Recent Development
13.7 SAP
  13.7.1 SAP Company Details
  13.7.2 SAP Business Overview and Its Total Revenue
  13.7.3 SAP AI Governance Introduction
  13.7.4 SAP Revenue in AI Governance Business (2015-2020)
  13.7.5 SAP Recent Development
13.8 FICO
  13.8.1 FICO Company Details
  13.8.2 FICO Business Overview and Its Total Revenue
  13.8.3 FICO AI Governance Introduction
  13.8.4 FICO Revenue in AI Governance Business (2015-2020)
  13.8.5 FICO Recent Development
13.9 2021.AI
  13.9.1 2021.AI Company Details
  13.9.2 2021.AI Business Overview and Its Total Revenue
  13.9.3 2021.AI AI Governance Introduction
  13.9.4 2021.AI Revenue in AI Governance Business (2015-2020)
  13.9.5 2021.AI Recent Development
13.10 ZestFinance
  13.10.1 ZestFinance Company Details
  13.10.2 ZestFinance Business Overview and Its Total Revenue
  13.10.3 ZestFinance AI Governance Introduction
  13.10.4 ZestFinance Revenue in AI Governance Business (2015-2020)
  13.10.5 ZestFinance Recent Development
13.11 SAS Institute
  10.11.1 SAS Institute Company Details
  10.11.2 SAS Institute Business Overview and Its Total Revenue
  10.11.3 SAS Institute AI Governance Introduction
  10.11.4 SAS Institute Revenue in AI Governance Business (2015-2020)
  10.11.5 SAS Institute Recent Development
13.12 Pymetrics
  10.12.1 Pymetrics Company Details
  10.12.2 Pymetrics Business Overview and Its Total Revenue
  10.12.3 Pymetrics AI Governance Introduction
  10.12.4 Pymetrics Revenue in AI Governance Business (2015-2020)
  10.12.5 Pymetrics Recent Development
13.13 H2O.AI
  10.13.1 H2O.AI Company Details
  10.13.2 H2O.AI Business Overview and Its Total Revenue
  10.13.3 H2O.AI AI Governance Introduction
  10.13.4 H2O.AI Revenue in AI Governance Business (2015-2020)
  10.13.5 H2O.AI Recent Development
13.14 integrate.ai
  10.14.1 integrate.ai Company Details
  10.14.2 integrate.ai Business Overview and Its Total Revenue
  10.14.3 integrate.ai AI Governance Introduction
  10.14.4 integrate.ai Revenue in AI Governance Business (2015-2020)
  10.14.5 integrate.ai Recent Development

14 ANALYST'S VIEWPOINTS/CONCLUSIONS

15 APPENDIX

15.1 Research Methodology
  15.1.1 Methodology/Research Approach
  15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
LIST OF TABLES

Table 1. AI Governance Key Market Segments
Table 2. Key Players Covered: Ranking by AI Governance Revenue
Table 3. Ranking of Global Top AI Governance Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global AI Governance Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Software
Table 6. Key Players of Service
Table 7. Key Players of Other
Table 8. COVID-19 Impact Global Market: (Four AI Governance Market Size Forecast Scenarios)
Table 9. Opportunities and Trends for AI Governance Players in the COVID-19 Landscape
Table 10. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 11. Key Regions/Countries Measures against Covid-19 Impact
Table 12. Proposal for AI Governance Players to Combat Covid-19 Impact
Table 13. Global AI Governance Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 14. Global AI Governance Market Size by Regions (US$ Million): 2020 VS 2026
Table 15. Global AI Governance Market Size by Regions (2015-2020) (US$ Million)
Table 16. Global AI Governance Market Share by Regions (2015-2020)
Table 17. Global AI Governance Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 18. Global AI Governance Market Share by Regions (2021-2026)
Table 19. Market Top Trends
Table 20. Key Drivers: Impact Analysis
Table 21. Key Challenges
Table 22. AI Governance Market Growth Strategy
Table 23. Main Points Interviewed from Key AI Governance Players
Table 24. Global AI Governance Revenue by Players (2015-2020) (Million US$)
Table 25. Global AI Governance Market Share by Players (2015-2020)
Table 26. Global Top AI Governance Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI Governance as of 2019)
Table 27. Global AI Governance by Players Market Concentration Ratio (CR5 and HHI)
Table 28. Key Players Headquarters and Area Served
Table 29. Key Players AI Governance Product Solution and Service
Table 30. Date of Enter into AI Governance Market
Table 31. Mergers & Acquisitions, Expansion Plans
Table 32. Global AI Governance Market Size by Type (2015-2020) (Million US$)
Table 33. Global AI Governance Market Size Share by Type (2015-2020)
Table 34. Global AI Governance Revenue Market Share by Type (2021-2026)
Table 35. Global AI Governance Market Size Share by Application (2015-2020)
Table 36. Global AI Governance Market Size by Application (2015-2020) (Million US$)
Table 37. Global AI Governance Market Size Share by Application (2021-2026)
Table 38. North America Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 39. North America Key Players AI Governance Market Share (2019-2020)
Table 40. North America AI Governance Market Size by Type (2015-2020) (Million US$)
Table 41. North America AI Governance Market Share by Type (2015-2020)
Table 42. North America AI Governance Market Size by Application (2015-2020) (Million US$)
Table 43. North America AI Governance Market Share by Application (2015-2020)
Table 44. Europe Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 45. Europe Key Players AI Governance Market Share (2019-2020)
Table 46. Europe AI Governance Market Size by Type (2015-2020) (Million US$)
Table 47. Europe AI Governance Market Share by Type (2015-2020)
Table 48. Europe AI Governance Market Size by Application (2015-2020) (Million US$)
Table 49. Europe AI Governance Market Share by Application (2015-2020)
Table 50. China Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 51. China Key Players AI Governance Market Share (2019-2020)
Table 52. China AI Governance Market Size by Type (2015-2020) (Million US$)
Table 53. China AI Governance Market Share by Type (2015-2020)
Table 54. China AI Governance Market Size by Application (2015-2020) (Million US$)
Table 55. China AI Governance Market Share by Application (2015-2020)
Table 56. Japan Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 57. Japan Key Players AI Governance Market Share (2019-2020)
Table 58. Japan AI Governance Market Size by Type (2015-2020) (Million US$)
Table 59. Japan AI Governance Market Share by Type (2015-2020)
Table 60. Japan AI Governance Market Size by Application (2015-2020) (Million US$)
Table 61. Japan AI Governance Market Share by Application (2015-2020)
Table 62. Southeast Asia Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 63. Southeast Asia Key Players AI Governance Market Share (2019-2020)
Table 64. Southeast Asia AI Governance Market Size by Type (2015-2020) (Million US$)
Table 65. Southeast Asia AI Governance Market Share by Type (2015-2020)
Table 66. Southeast Asia AI Governance Market Size by Application (2015-2020) (Million US$)
Table 67. Southeast Asia AI Governance Market Share by Application (2015-2020)
Table 68. India Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 69. India Key Players AI Governance Market Share (2019-2020)
Table 70. India AI Governance Market Size by Type (2015-2020) (Million US$)
Table 71. India AI Governance Market Share by Type (2015-2020)
Table 72. India AI Governance Market Size by Application (2015-2020) (Million US$)
Table 73. India AI Governance Market Share by Application (2015-2020)
Table 74. Central & South America Key Players AI Governance Revenue (2019-2020) (Million US$)
Table 75. Central & South America Key Players AI Governance Market Share (2019-2020)
Table 76. Central & South America AI Governance Market Size by Type (2015-2020) (Million US$)
Table 77. Central & South America AI Governance Market Share by Type (2015-2020)
Table 78. Central & South America AI Governance Market Size by Application (2015-2020) (Million US$)
Table 79. Central & South America AI Governance Market Share by Application (2015-2020)
Table 80. IBM Company Details
Table 81. IBM Business Overview
Table 82. IBM Product
Table 83. IBM Revenue in AI Governance Business (2015-2020) (Million US$)
Table 84. IBM Recent Development
Table 85. Google Company Details
Table 86. Google Business Overview
Table 87. Google Product
Table 88. Google Revenue in AI Governance Business (2015-2020) (Million US$)
Table 89. Google Recent Development
Table 90. Facebook Company Details
Table 91. Facebook Business Overview
Table 92. Facebook Product
Table 93. Facebook Revenue in AI Governance Business (2015-2020) (Million US$)
Table 94. Facebook Recent Development
Table 95. AWS Company Details
Table 96. AWS Business Overview
Table 97. AWS Product
Table 98. AWS Revenue in AI Governance Business (2015-2020) (Million US$)
Table 99. AWS Recent Development
Table 100. Microsoft Company Details
Table 101. Microsoft Business Overview
Table 102. Microsoft Product
Table 103. Microsoft Revenue in AI Governance Business (2015-2020) (Million US$)
Table 104. Microsoft Recent Development
Table 105. Salesforce.com Company Details
Table 106. Salesforce.com Business Overview
Table 107. Salesforce.com Product
Table 108. Salesforce.com Revenue in AI Governance Business (2015-2020) (Million US$)
Table 109. Salesforce.com Recent Development
Table 110. SAP Company Details
Table 111. SAP Business Overview
Table 112. SAP Product
Table 113. SAP Revenue in AI Governance Business (2015-2020) (Million US$)
Table 114. SAP Recent Development
Table 115. FICO Business Overview
Table 116. FICO Product
Table 117. FICO Company Details
Table 118. FICO Revenue in AI Governance Business (2015-2020) (Million US$)
Table 119. FICO Recent Development
Table 120. 2021.AI Company Details
Table 121. 2021.AI Business Overview
Table 122. 2021.AI Product
Table 123. 2021.AI Revenue in AI Governance Business (2015-2020) (Million US$)
Table 124. 2021.AI Recent Development
Table 125. ZestFinance Company Details
Table 126. ZestFinance Business Overview
Table 127. ZestFinance Product
Table 128. ZestFinance Revenue in AI Governance Business (2015-2020) (Million US$)
Table 129. ZestFinance Recent Development
Table 130. SAS Institute Company Details
Table 131. SAS Institute Business Overview
Table 132. SAS Institute Product
Table 133. SAS Institute Revenue in AI Governance Business (2015-2020) (Million US$)
Table 134. SAS Institute Recent Development
Table 135. Pymetrics Company Details
Table 136. Pymetrics Business Overview
Table 137. Pymetrics Product
Table 138. Pymetrics Revenue in AI Governance Business (2015-2020) (Million US$)
Table 139. Pymetrics Recent Development
Table 140. H2O.AI Company Details
Table 141. H2O.AI Business Overview
Table 142. H2O.AI Product
Table 143. H2O.AI Revenue in AI Governance Business (2015-2020) (Million US$)
Table 144. H2O.AI Recent Development
Table 145. integrate.ai Company Details
Table 146. integrate.ai Business Overview
Table 147. integrate.ai Product
Table 148. integrate.ai Revenue in AI Governance Business (2015-2020) (Million US$)
Table 149. integrate.ai Recent Development
Table 150. Research Programs/Design for This Report
Table 151. Key Data Information from Secondary Sources
Table 152. Key Data Information from Primary Sources

LIST OF FIGURES

Figure 1. Global AI Governance Market Share by Type: 2020 VS 2026
Figure 2. Software Features
Figure 3. Service Features
Figure 4. Other Features
Figure 5. Global AI Governance Market Share by Application: 2020 VS 2026
Figure 6. BFSI Case Studies
Figure 7. Healthcare and Life Sciences Case Studies
Figure 8. Government and Defense Case Studies
Figure 9. Retail and Car Case Studies
Figure 10. AI Governance Report Years Considered
Figure 11. Global AI Governance Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global AI Governance Market Share by Regions: 2020 VS 2026
Figure 13. Global AI Governance Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global AI Governance Market Share by Players in 2019
Figure 16. Global Top AI Governance Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI Governance as of 2019
Figure 17. The Top 10 and 5 Players Market Share by AI Governance Revenue in 2019
Figure 18. North America AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America AI Governance Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. IBM Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. IBM Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 27. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Google Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 29. Facebook Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Facebook Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 31. AWS Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. AWS Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 33. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Microsoft Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 35. Salesforce.com Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Salesforce.com Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 37. SAP Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. SAP Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 39. FICO Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. FICO Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 41. 2021.AI Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. 2021.AI Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 43. ZestFinance Total Revenue (US$ Million): 2019 Compared with 2018
Figure 44. ZestFinance Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 45. SAS Institute Total Revenue (US$ Million): 2019 Compared with 2018
Figure 46. SAS Institute Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 47. Pymetrics Total Revenue (US$ Million): 2019 Compared with 2018
Figure 48. Pymetrics Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 49. H2O.AI Total Revenue (US$ Million): 2019 Compared with 2018
Figure 50. H2O.AI Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 51. integrate.ai Total Revenue (US$ Million): 2019 Compared with 2018
Figure 52. integrate.ai Revenue Growth Rate in AI Governance Business (2015-2020)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
Figure 55. Key Executives Interviewed


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