Global AI Bias Audit Services Market Research Report 2026

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI Bias Audit Services Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Cloud Based
1.2.3 On Premise
1.3 Market by Application
1.3.1 Global AI Bias Audit Services Market Growth by Application: 2021 vs 2025 vs 2032
1.3.2 Large Enterprises
1.3.3 SMEs
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI Bias Audit Services Market Perspective (2021–2032)
2.2 Global AI Bias Audit Services Growth Trends by Region
2.2.1 Global AI Bias Audit Services Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 AI Bias Audit Services Historic Market Size by Region (2021–2026)
2.2.3 AI Bias Audit Services Forecasted Market Size by Region (2027–2032)
2.3 AI Bias Audit Services Market Dynamics
2.3.1 AI Bias Audit Services Industry Trends
2.3.2 AI Bias Audit Services Market Drivers
2.3.3 AI Bias Audit Services Market Challenges
2.3.4 AI Bias Audit Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI Bias Audit Services Players by Revenue
3.1.1 Global Top AI Bias Audit Services Players by Revenue (2021–2026)
3.1.2 Global AI Bias Audit Services Revenue Market Share by Players (2021–2026)
3.2 Global Top AI Bias Audit Services Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by AI Bias Audit Services Revenue
3.4 Global AI Bias Audit Services Market Concentration Ratio
3.4.1 Global AI Bias Audit Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI Bias Audit Services Revenue in 2025
3.5 Global Key Players of AI Bias Audit Services Head Offices and Areas Served
3.6 Global Key Players of AI Bias Audit Services, Products and Applications
3.7 Global Key Players of AI Bias Audit Services, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 AI Bias Audit Services Breakdown Data by Type
4.1 Global AI Bias Audit Services Historic Market Size by Type (2021–2026)
4.2 Global AI Bias Audit Services Forecasted Market Size by Type (2027–2032)
5 AI Bias Audit Services Breakdown Data by Application
5.1 Global AI Bias Audit Services Historic Market Size by Application (2021–2026)
5.2 Global AI Bias Audit Services Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America AI Bias Audit Services Market Size (2021–2032)
6.2 North America AI Bias Audit Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America AI Bias Audit Services Market Size by Country (2021–2026)
6.4 North America AI Bias Audit Services Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI Bias Audit Services Market Size (2021–2032)
7.2 Europe AI Bias Audit Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe AI Bias Audit Services Market Size by Country (2021–2026)
7.4 Europe AI Bias Audit Services Market Size by Country (2027–2032)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific AI Bias Audit Services Market Size (2021–2032)
8.2 Asia-Pacific AI Bias Audit Services Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific AI Bias Audit Services Market Size by Region (2021–2026)
8.4 Asia-Pacific AI Bias Audit Services Market Size by Region (2027–2032)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America AI Bias Audit Services Market Size (2021–2032)
9.2 Latin America AI Bias Audit Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America AI Bias Audit Services Market Size by Country (2021–2026)
9.4 Latin America AI Bias Audit Services Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI Bias Audit Services Market Size (2021–2032)
10.2 Middle East & Africa AI Bias Audit Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa AI Bias Audit Services Market Size by Country (2021–2026)
10.4 Middle East & Africa AI Bias Audit Services Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Resolution Economics
11.1.1 Resolution Economics Company Details
11.1.2 Resolution Economics Business Overview
11.1.3 Resolution Economics AI Bias Audit Services Introduction
11.1.4 Resolution Economics Revenue in AI Bias Audit Services Business (2021–2026)
11.1.5 Resolution Economics Recent Development
11.2 Mosaic Data Science
11.2.1 Mosaic Data Science Company Details
11.2.2 Mosaic Data Science Business Overview
11.2.3 Mosaic Data Science AI Bias Audit Services Introduction
11.2.4 Mosaic Data Science Revenue in AI Bias Audit Services Business (2021–2026)
11.2.5 Mosaic Data Science Recent Development
11.3 Kanarys
11.3.1 Kanarys Company Details
11.3.2 Kanarys Business Overview
11.3.3 Kanarys AI Bias Audit Services Introduction
11.3.4 Kanarys Revenue in AI Bias Audit Services Business (2021–2026)
11.3.5 Kanarys Recent Development
11.4 APTMetrics
11.4.1 APTMetrics Company Details
11.4.2 APTMetrics Business Overview
11.4.3 APTMetrics AI Bias Audit Services Introduction
11.4.4 APTMetrics Revenue in AI Bias Audit Services Business (2021–2026)
11.4.5 APTMetrics Recent Development
11.5 BABL AI
11.5.1 BABL AI Company Details
11.5.2 BABL AI Business Overview
11.5.3 BABL AI AI Bias Audit Services Introduction
11.5.4 BABL AI Revenue in AI Bias Audit Services Business (2021–2026)
11.5.5 BABL AI Recent Development
11.6 DCI Consulting
11.6.1 DCI Consulting Company Details
11.6.2 DCI Consulting Business Overview
11.6.3 DCI Consulting AI Bias Audit Services Introduction
11.6.4 DCI Consulting Revenue in AI Bias Audit Services Business (2021–2026)
11.6.5 DCI Consulting Recent Development
11.7 Elevate
11.7.1 Elevate Company Details
11.7.2 Elevate Business Overview
11.7.3 Elevate AI Bias Audit Services Introduction
11.7.4 Elevate Revenue in AI Bias Audit Services Business (2021–2026)
11.7.5 Elevate Recent Development
11.8 Eticas
11.8.1 Eticas Company Details
11.8.2 Eticas Business Overview
11.8.3 Eticas AI Bias Audit Services Introduction
11.8.4 Eticas Revenue in AI Bias Audit Services Business (2021–2026)
11.8.5 Eticas Recent Development
11.9 Idiro Analytics
11.9.1 Idiro Analytics Company Details
11.9.2 Idiro Analytics Business Overview
11.9.3 Idiro Analytics AI Bias Audit Services Introduction
11.9.4 Idiro Analytics Revenue in AI Bias Audit Services Business (2021–2026)
11.9.5 Idiro Analytics Recent Development
11.10 NYC Bias Audit
11.10.1 NYC Bias Audit Company Details
11.10.2 NYC Bias Audit Business Overview
11.10.3 NYC Bias Audit AI Bias Audit Services Introduction
11.10.4 NYC Bias Audit Revenue in AI Bias Audit Services Business (2021–2026)
11.10.5 NYC Bias Audit Recent Development
11.11 ORCAA
11.11.1 ORCAA Company Details
11.11.2 ORCAA Business Overview
11.11.3 ORCAA AI Bias Audit Services Introduction
11.11.4 ORCAA Revenue in AI Bias Audit Services Business (2021–2026)
11.11.5 ORCAA Recent Development
11.12 Rocket-Hire
11.12.1 Rocket-Hire Company Details
11.12.2 Rocket-Hire Business Overview
11.12.3 Rocket-Hire AI Bias Audit Services Introduction
11.12.4 Rocket-Hire Revenue in AI Bias Audit Services Business (2021–2026)
11.12.5 Rocket-Hire Recent Development
11.13 Holistic AI
11.13.1 Holistic AI Company Details
11.13.2 Holistic AI Business Overview
11.13.3 Holistic AI AI Bias Audit Services Introduction
11.13.4 Holistic AI Revenue in AI Bias Audit Services Business (2021–2026)
11.13.5 Holistic AI Recent Development
11.14 Vervoe
11.14.1 Vervoe Company Details
11.14.2 Vervoe Business Overview
11.14.3 Vervoe AI Bias Audit Services Introduction
11.14.4 Vervoe Revenue in AI Bias Audit Services Business (2021–2026)
11.14.5 Vervoe Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer

List of Tables
Table 1. Global AI Bias Audit Services Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Cloud Based
Table 3. Key Players of On Premise
Table 4. Global AI Bias Audit Services Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 5. Global AI Bias Audit Services Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 6. Global AI Bias Audit Services Market Size by Region (US$ Million), 2021–2026
Table 7. Global AI Bias Audit Services Market Share by Region (2021–2026)
Table 8. Global AI Bias Audit Services Forecasted Market Size by Region (US$ Million), 2027–2032
Table 9. Global AI Bias Audit Services Market Share by Region (2027–2032)
Table 10. AI Bias Audit Services Market Trends
Table 11. AI Bias Audit Services Market Drivers
Table 12. AI Bias Audit Services Market Challenges
Table 13. AI Bias Audit Services Market Restraints
Table 14. Global AI Bias Audit Services Revenue by Players (US$ Million), 2021–2026
Table 15. Global AI Bias Audit Services Market Share by Players (2021–2026)
Table 16. Global Top AI Bias Audit Services Players by Tier (Tier 1, Tier 2, and Tier 3), based on AI Bias Audit Services Revenue, 2025
Table 17. Ranking of Global Top AI Bias Audit Services Companies by Revenue (US$ Million) in 2025
Table 18. Global 5 Largest Players Market Share by AI Bias Audit Services Revenue (CR5 and HHI), 2021–2026
Table 19. Global Key Players of AI Bias Audit Services, Headquarters and Area Served
Table 20. Global Key Players of AI Bias Audit Services, Products and Applications
Table 21. Global Key Players of AI Bias Audit Services, Date of General Availability (GA)
Table 22. Mergers and Acquisitions, Expansion Plans
Table 23. Global AI Bias Audit Services Market Size by Type (US$ Million), 2021–2026
Table 24. Global AI Bias Audit Services Revenue Market Share by Type (2021–2026)
Table 25. Global AI Bias Audit Services Forecasted Market Size by Type (US$ Million), 2027–2032
Table 26. Global AI Bias Audit Services Revenue Market Share by Type (2027–2032)
Table 27. Global AI Bias Audit Services Market Size by Application (US$ Million), 2021–2026
Table 28. Global AI Bias Audit Services Revenue Market Share by Application (2021–2026)
Table 29. Global AI Bias Audit Services Forecasted Market Size by Application (US$ Million), 2027–2032
Table 30. Global AI Bias Audit Services Revenue Market Share by Application (2027–2032)
Table 31. North America AI Bias Audit Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 32. North America AI Bias Audit Services Market Size by Country (US$ Million), 2021–2026
Table 33. North America AI Bias Audit Services Market Size by Country (US$ Million), 2027–2032
Table 34. Europe AI Bias Audit Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 35. Europe AI Bias Audit Services Market Size by Country (US$ Million), 2021–2026
Table 36. Europe AI Bias Audit Services Market Size by Country (US$ Million), 2027–2032
Table 37. Asia-Pacific AI Bias Audit Services Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 38. Asia-Pacific AI Bias Audit Services Market Size by Region (US$ Million), 2021–2026
Table 39. Asia-Pacific AI Bias Audit Services Market Size by Region (US$ Million), 2027–2032
Table 40. Latin America AI Bias Audit Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 41. Latin America AI Bias Audit Services Market Size by Country (US$ Million), 2021–2026
Table 42. Latin America AI Bias Audit Services Market Size by Country (US$ Million), 2027–2032
Table 43. Middle East & Africa AI Bias Audit Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 44. Middle East & Africa AI Bias Audit Services Market Size by Country (US$ Million), 2021–2026
Table 45. Middle East & Africa AI Bias Audit Services Market Size by Country (US$ Million), 2027–2032
Table 46. Resolution Economics Company Details
Table 47. Resolution Economics Business Overview
Table 48. Resolution Economics AI Bias Audit Services Product
Table 49. Resolution Economics Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 50. Resolution Economics Recent Development
Table 51. Mosaic Data Science Company Details
Table 52. Mosaic Data Science Business Overview
Table 53. Mosaic Data Science AI Bias Audit Services Product
Table 54. Mosaic Data Science Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 55. Mosaic Data Science Recent Development
Table 56. Kanarys Company Details
Table 57. Kanarys Business Overview
Table 58. Kanarys AI Bias Audit Services Product
Table 59. Kanarys Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 60. Kanarys Recent Development
Table 61. APTMetrics Company Details
Table 62. APTMetrics Business Overview
Table 63. APTMetrics AI Bias Audit Services Product
Table 64. APTMetrics Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 65. APTMetrics Recent Development
Table 66. BABL AI Company Details
Table 67. BABL AI Business Overview
Table 68. BABL AI AI Bias Audit Services Product
Table 69. BABL AI Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 70. BABL AI Recent Development
Table 71. DCI Consulting Company Details
Table 72. DCI Consulting Business Overview
Table 73. DCI Consulting AI Bias Audit Services Product
Table 74. DCI Consulting Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 75. DCI Consulting Recent Development
Table 76. Elevate Company Details
Table 77. Elevate Business Overview
Table 78. Elevate AI Bias Audit Services Product
Table 79. Elevate Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 80. Elevate Recent Development
Table 81. Eticas Company Details
Table 82. Eticas Business Overview
Table 83. Eticas AI Bias Audit Services Product
Table 84. Eticas Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 85. Eticas Recent Development
Table 86. Idiro Analytics Company Details
Table 87. Idiro Analytics Business Overview
Table 88. Idiro Analytics AI Bias Audit Services Product
Table 89. Idiro Analytics Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 90. Idiro Analytics Recent Development
Table 91. NYC Bias Audit Company Details
Table 92. NYC Bias Audit Business Overview
Table 93. NYC Bias Audit AI Bias Audit Services Product
Table 94. NYC Bias Audit Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 95. NYC Bias Audit Recent Development
Table 96. ORCAA Company Details
Table 97. ORCAA Business Overview
Table 98. ORCAA AI Bias Audit Services Product
Table 99. ORCAA Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 100. ORCAA Recent Development
Table 101. Rocket-Hire Company Details
Table 102. Rocket-Hire Business Overview
Table 103. Rocket-Hire AI Bias Audit Services Product
Table 104. Rocket-Hire Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 105. Rocket-Hire Recent Development
Table 106. Holistic AI Company Details
Table 107. Holistic AI Business Overview
Table 108. Holistic AI AI Bias Audit Services Product
Table 109. Holistic AI Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 110. Holistic AI Recent Development
Table 111. Vervoe Company Details
Table 112. Vervoe Business Overview
Table 113. Vervoe AI Bias Audit Services Product
Table 114. Vervoe Revenue in AI Bias Audit Services Business (US$ Million), 2021–2026
Table 115. Vervoe Recent Development
Table 116. Research Programs/Design for This Report
Table 117. Key Data Information from Secondary Sources
Table 118. Key Data Information from Primary Sources
Table 119. Authors List of This Report


List of Figures
Figure 1. AI Bias Audit Services Picture
Figure 2. Global AI Bias Audit Services Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global AI Bias Audit Services Market Share by Type: 2025 vs 2032
Figure 4. Cloud Based Features
Figure 5. On Premise Features
Figure 6. Global AI Bias Audit Services Market Size by Application (US$ Million), 2021–2032
Figure 7. Global AI Bias Audit Services Market Share by Application: 2025 vs 2032
Figure 8. Large Enterprises Case Studies
Figure 9. SMEs Case Studies
Figure 10. AI Bias Audit Services Report Years Considered
Figure 11. Global AI Bias Audit Services Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 12. Global AI Bias Audit Services Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 13. Global AI Bias Audit Services Market Share by Region: 2025 vs 2032
Figure 14. Global AI Bias Audit Services Market Share by Players in 2025
Figure 15. Global AI Bias Audit Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 16. The Top 10 and 5 Players Market Share by AI Bias Audit Services Revenue in 2025
Figure 17. North America AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 18. North America AI Bias Audit Services Market Share by Country (2021–2032)
Figure 19. United States AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 20. Canada AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 21. Europe AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 22. Europe AI Bias Audit Services Market Share by Country (2021–2032)
Figure 23. Germany AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 24. France AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 25. U.K. AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 26. Italy AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 27. Russia AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 28. Ireland AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 29. Asia-Pacific AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 30. Asia-Pacific AI Bias Audit Services Market Share by Region (2021–2032)
Figure 31. China AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 32. Japan AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. South Korea AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 34. Southeast Asia AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. India AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 36. Australia & New Zealand AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Latin America AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. Latin America AI Bias Audit Services Market Share by Country (2021–2032)
Figure 39. Mexico AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. Brazil AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Middle East & Africa AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Middle East & Africa AI Bias Audit Services Market Share by Country (2021–2032)
Figure 43. Israel AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 44. Saudi Arabia AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. UAE AI Bias Audit Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. Resolution Economics Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 47. Mosaic Data Science Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 48. Kanarys Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 49. APTMetrics Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 50. BABL AI Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 51. DCI Consulting Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 52. Elevate Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 53. Eticas Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 54. Idiro Analytics Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 55. NYC Bias Audit Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 56. ORCAA Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 57. Rocket-Hire Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 58. Holistic AI Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 59. Vervoe Revenue Growth Rate in AI Bias Audit Services Business (2021–2026)
Figure 60. Bottom-up and Top-down Approaches for This Report
Figure 61. Data Triangulation
Figure 62. Key Executives Interviewed

Your Name

Your E-mail

Your message

Submit