Global Data Annotation and Collection Services Market Research Report 2026

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Annotation and Collection Services Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Image Annotation
1.2.3 Text Annotation
1.2.4 Voice Annotation
1.2.5 Video Annotation
1.2.6 Others
1.3 Market by Service Deployment Mode
1.3.1 Global Data Annotation and Collection Services Market Size Growth Rate by Service Deployment Mode: 2021 vs 2025 vs 2032
1.3.2 On-site Services
1.3.3 Remote Cloud Services
1.3.4 Hybrid Services
1.4 Market by Automation Integration Level
1.4.1 Global Data Annotation and Collection Services Market Size Growth Rate by Automation Integration Level: 2021 vs 2025 vs 2032
1.4.2 Pure Manual Annotation and Collection
1.4.3 AI-Enhanced Annotation and Collection
1.4.4 Fully Automated Annotation and Collection
1.5 Market by Application
1.5.1 Global Data Annotation and Collection Services Market Growth by Application: 2021 vs 2025 vs 2032
1.5.2 Autonomous Driving
1.5.3 Smart Healthcare
1.5.4 Smart Security
1.5.5 Financial Risk Control
1.5.6 Social Media
1.5.7 Others
1.6 Assumptions and Limitations
1.7 Study Objectives
1.8 Years Considered
2 Global Growth Trends
2.1 Global Data Annotation and Collection Services Market Perspective (2021–2032)
2.2 Global Data Annotation and Collection Services Growth Trends by Region
2.2.1 Global Data Annotation and Collection Services Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 Data Annotation and Collection Services Historic Market Size by Region (2021–2026)
2.2.3 Data Annotation and Collection Services Forecasted Market Size by Region (2027–2032)
2.3 Data Annotation and Collection Services Market Dynamics
2.3.1 Data Annotation and Collection Services Industry Trends
2.3.2 Data Annotation and Collection Services Market Drivers
2.3.3 Data Annotation and Collection Services Market Challenges
2.3.4 Data Annotation and Collection Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Annotation and Collection Services Players by Revenue
3.1.1 Global Top Data Annotation and Collection Services Players by Revenue (2021–2026)
3.1.2 Global Data Annotation and Collection Services Revenue Market Share by Players (2021–2026)
3.2 Global Top Data Annotation and Collection Services Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by Data Annotation and Collection Services Revenue
3.4 Global Data Annotation and Collection Services Market Concentration Ratio
3.4.1 Global Data Annotation and Collection Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Annotation and Collection Services Revenue in 2025
3.5 Global Key Players of Data Annotation and Collection Services Head Offices and Areas Served
3.6 Global Key Players of Data Annotation and Collection Services, Products and Applications
3.7 Global Key Players of Data Annotation and Collection Services, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 Data Annotation and Collection Services Breakdown Data by Type
4.1 Global Data Annotation and Collection Services Historic Market Size by Type (2021–2026)
4.2 Global Data Annotation and Collection Services Forecasted Market Size by Type (2027–2032)
5 Data Annotation and Collection Services Breakdown Data by Application
5.1 Global Data Annotation and Collection Services Historic Market Size by Application (2021–2026)
5.2 Global Data Annotation and Collection Services Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America Data Annotation and Collection Services Market Size (2021–2032)
6.2 North America Data Annotation and Collection Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America Data Annotation and Collection Services Market Size by Country (2021–2026)
6.4 North America Data Annotation and Collection Services Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Data Annotation and Collection Services Market Size (2021–2032)
7.2 Europe Data Annotation and Collection Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe Data Annotation and Collection Services Market Size by Country (2021–2026)
7.4 Europe Data Annotation and Collection 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 Data Annotation and Collection Services Market Size (2021–2032)
8.2 Asia-Pacific Data Annotation and Collection Services Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific Data Annotation and Collection Services Market Size by Region (2021–2026)
8.4 Asia-Pacific Data Annotation and Collection 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 Data Annotation and Collection Services Market Size (2021–2032)
9.2 Latin America Data Annotation and Collection Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America Data Annotation and Collection Services Market Size by Country (2021–2026)
9.4 Latin America Data Annotation and Collection Services Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Annotation and Collection Services Market Size (2021–2032)
10.2 Middle East & Africa Data Annotation and Collection Services Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa Data Annotation and Collection Services Market Size by Country (2021–2026)
10.4 Middle East & Africa Data Annotation and Collection Services Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Alegion
11.1.1 Alegion Company Details
11.1.2 Alegion Business Overview
11.1.3 Alegion Data Annotation and Collection Services Introduction
11.1.4 Alegion Revenue in Data Annotation and Collection Services Business (2021–2026)
11.1.5 Alegion Recent Development
11.2 Appen Limited
11.2.1 Appen Limited Company Details
11.2.2 Appen Limited Business Overview
11.2.3 Appen Limited Data Annotation and Collection Services Introduction
11.2.4 Appen Limited Revenue in Data Annotation and Collection Services Business (2021–2026)
11.2.5 Appen Limited Recent Development
11.3 Labelbox, Inc.
11.3.1 Labelbox, Inc. Company Details
11.3.2 Labelbox, Inc. Business Overview
11.3.3 Labelbox, Inc. Data Annotation and Collection Services Introduction
11.3.4 Labelbox, Inc. Revenue in Data Annotation and Collection Services Business (2021–2026)
11.3.5 Labelbox, Inc. Recent Development
11.4 BasicAI Data Annotation Platform
11.4.1 BasicAI Data Annotation Platform Company Details
11.4.2 BasicAI Data Annotation Platform Business Overview
11.4.3 BasicAI Data Annotation Platform Data Annotation and Collection Services Introduction
11.4.4 BasicAI Data Annotation Platform Revenue in Data Annotation and Collection Services Business (2021–2026)
11.4.5 BasicAI Data Annotation Platform Recent Development
11.5 CloudFactory Limited
11.5.1 CloudFactory Limited Company Details
11.5.2 CloudFactory Limited Business Overview
11.5.3 CloudFactory Limited Data Annotation and Collection Services Introduction
11.5.4 CloudFactory Limited Revenue in Data Annotation and Collection Services Business (2021–2026)
11.5.5 CloudFactory Limited Recent Development
11.6 Scale AI
11.6.1 Scale AI Company Details
11.6.2 Scale AI Business Overview
11.6.3 Scale AI Data Annotation and Collection Services Introduction
11.6.4 Scale AI Revenue in Data Annotation and Collection Services Business (2021–2026)
11.6.5 Scale AI Recent Development
11.7 SuperAnnotate
11.7.1 SuperAnnotate Company Details
11.7.2 SuperAnnotate Business Overview
11.7.3 SuperAnnotate Data Annotation and Collection Services Introduction
11.7.4 SuperAnnotate Revenue in Data Annotation and Collection Services Business (2021–2026)
11.7.5 SuperAnnotate Recent Development
11.8 Cogito Tech
11.8.1 Cogito Tech Company Details
11.8.2 Cogito Tech Business Overview
11.8.3 Cogito Tech Data Annotation and Collection Services Introduction
11.8.4 Cogito Tech Revenue in Data Annotation and Collection Services Business (2021–2026)
11.8.5 Cogito Tech Recent Development
11.9 KEYLABS
11.9.1 KEYLABS Company Details
11.9.2 KEYLABS Business Overview
11.9.3 KEYLABS Data Annotation and Collection Services Introduction
11.9.4 KEYLABS Revenue in Data Annotation and Collection Services Business (2021–2026)
11.9.5 KEYLABS Recent Development
11.10 V7
11.10.1 V7 Company Details
11.10.2 V7 Business Overview
11.10.3 V7 Data Annotation and Collection Services Introduction
11.10.4 V7 Revenue in Data Annotation and Collection Services Business (2021–2026)
11.10.5 V7 Recent Development
11.11 Kili
11.11.1 Kili Company Details
11.11.2 Kili Business Overview
11.11.3 Kili Data Annotation and Collection Services Introduction
11.11.4 Kili Revenue in Data Annotation and Collection Services Business (2021–2026)
11.11.5 Kili Recent Development
11.12 Supervisely
11.12.1 Supervisely Company Details
11.12.2 Supervisely Business Overview
11.12.3 Supervisely Data Annotation and Collection Services Introduction
11.12.4 Supervisely Revenue in Data Annotation and Collection Services Business (2021–2026)
11.12.5 Supervisely Recent Development
11.13 Dataloop
11.13.1 Dataloop Company Details
11.13.2 Dataloop Business Overview
11.13.3 Dataloop Data Annotation and Collection Services Introduction
11.13.4 Dataloop Revenue in Data Annotation and Collection Services Business (2021–2026)
11.13.5 Dataloop Recent Development
11.14 SegmentsAI
11.14.1 SegmentsAI Company Details
11.14.2 SegmentsAI Business Overview
11.14.3 SegmentsAI Data Annotation and Collection Services Introduction
11.14.4 SegmentsAI Revenue in Data Annotation and Collection Services Business (2021–2026)
11.14.5 SegmentsAI Recent Development
11.15 Encord
11.15.1 Encord Company Details
11.15.2 Encord Business Overview
11.15.3 Encord Data Annotation and Collection Services Introduction
11.15.4 Encord Revenue in Data Annotation and Collection Services Business (2021–2026)
11.15.5 Encord Recent Development
11.16 cvat
11.16.1 cvat Company Details
11.16.2 cvat Business Overview
11.16.3 cvat Data Annotation and Collection Services Introduction
11.16.4 cvat Revenue in Data Annotation and Collection Services Business (2021–2026)
11.16.5 cvat Recent Development
11.17 Amazon Web Services
11.17.1 Amazon Web Services Company Details
11.17.2 Amazon Web Services Business Overview
11.17.3 Amazon Web Services Data Annotation and Collection Services Introduction
11.17.4 Amazon Web Services Revenue in Data Annotation and Collection Services Business (2021–2026)
11.17.5 Amazon Web Services Recent Development
11.18 Sama
11.18.1 Sama Company Details
11.18.2 Sama Business Overview
11.18.3 Sama Data Annotation and Collection Services Introduction
11.18.4 Sama Revenue in Data Annotation and Collection Services Business (2021–2026)
11.18.5 Sama Recent Development
11.19 IGT Solutions Pvt. Ltd.
11.19.1 IGT Solutions Pvt. Ltd. Company Details
11.19.2 IGT Solutions Pvt. Ltd. Business Overview
11.19.3 IGT Solutions Pvt. Ltd. Data Annotation and Collection Services Introduction
11.19.4 IGT Solutions Pvt. Ltd. Revenue in Data Annotation and Collection Services Business (2021–2026)
11.19.5 IGT Solutions Pvt. Ltd. Recent Development
11.20 LXT
11.20.1 LXT Company Details
11.20.2 LXT Business Overview
11.20.3 LXT Data Annotation and Collection Services Introduction
11.20.4 LXT Revenue in Data Annotation and Collection Services Business (2021–2026)
11.20.5 LXT Recent Development
11.21 Lotus Quality Assurance
11.21.1 Lotus Quality Assurance Company Details
11.21.2 Lotus Quality Assurance Business Overview
11.21.3 Lotus Quality Assurance Data Annotation and Collection Services Introduction
11.21.4 Lotus Quality Assurance Revenue in Data Annotation and Collection Services Business (2021–2026)
11.21.5 Lotus Quality Assurance Recent Development
11.22 Mindy Support
11.22.1 Mindy Support Company Details
11.22.2 Mindy Support Business Overview
11.22.3 Mindy Support Data Annotation and Collection Services Introduction
11.22.4 Mindy Support Revenue in Data Annotation and Collection Services Business (2021–2026)
11.22.5 Mindy Support Recent Development
11.23 Infosys BPM
11.23.1 Infosys BPM Company Details
11.23.2 Infosys BPM Business Overview
11.23.3 Infosys BPM Data Annotation and Collection Services Introduction
11.23.4 Infosys BPM Revenue in Data Annotation and Collection Services Business (2021–2026)
11.23.5 Infosys BPM Recent Development
11.24 iMerit
11.24.1 iMerit Company Details
11.24.2 iMerit Business Overview
11.24.3 iMerit Data Annotation and Collection Services Introduction
11.24.4 iMerit Revenue in Data Annotation and Collection Services Business (2021–2026)
11.24.5 iMerit Recent Development
11.25 Anolytics
11.25.1 Anolytics Company Details
11.25.2 Anolytics Business Overview
11.25.3 Anolytics Data Annotation and Collection Services Introduction
11.25.4 Anolytics Revenue in Data Annotation and Collection Services Business (2021–2026)
11.25.5 Anolytics Recent Development
11.26 Label Your Data
11.26.1 Label Your Data Company Details
11.26.2 Label Your Data Business Overview
11.26.3 Label Your Data Data Annotation and Collection Services Introduction
11.26.4 Label Your Data Revenue in Data Annotation and Collection Services Business (2021–2026)
11.26.5 Label Your Data Recent Development
11.27 Virtusa
11.27.1 Virtusa Company Details
11.27.2 Virtusa Business Overview
11.27.3 Virtusa Data Annotation and Collection Services Introduction
11.27.4 Virtusa Revenue in Data Annotation and Collection Services Business (2021–2026)
11.27.5 Virtusa Recent Development
11.28 EnFuse Solutions
11.28.1 EnFuse Solutions Company Details
11.28.2 EnFuse Solutions Business Overview
11.28.3 EnFuse Solutions Data Annotation and Collection Services Introduction
11.28.4 EnFuse Solutions Revenue in Data Annotation and Collection Services Business (2021–2026)
11.28.5 EnFuse Solutions Recent Development
11.29 WNS
11.29.1 WNS Company Details
11.29.2 WNS Business Overview
11.29.3 WNS Data Annotation and Collection Services Introduction
11.29.4 WNS Revenue in Data Annotation and Collection Services Business (2021–2026)
11.29.5 WNS Recent Development
11.30 AnnotationBox
11.30.1 AnnotationBox Company Details
11.30.2 AnnotationBox Business Overview
11.30.3 AnnotationBox Data Annotation and Collection Services Introduction
11.30.4 AnnotationBox Revenue in Data Annotation and Collection Services Business (2021–2026)
11.30.5 AnnotationBox Recent Development
11.31 Damco Solutions
11.31.1 Damco Solutions Company Details
11.31.2 Damco Solutions Business Overview
11.31.3 Damco Solutions Data Annotation and Collection Services Introduction
11.31.4 Damco Solutions Revenue in Data Annotation and Collection Services Business (2021–2026)
11.31.5 Damco Solutions Recent Development
11.32 Labellerr
11.32.1 Labellerr Company Details
11.32.2 Labellerr Business Overview
11.32.3 Labellerr Data Annotation and Collection Services Introduction
11.32.4 Labellerr Revenue in Data Annotation and Collection Services Business (2021–2026)
11.32.5 Labellerr Recent Development
11.33 Kotwel
11.33.1 Kotwel Company Details
11.33.2 Kotwel Business Overview
11.33.3 Kotwel Data Annotation and Collection Services Introduction
11.33.4 Kotwel Revenue in Data Annotation and Collection Services Business (2021–2026)
11.33.5 Kotwel Recent Development
11.34 Triyock BPO
11.34.1 Triyock BPO Company Details
11.34.2 Triyock BPO Business Overview
11.34.3 Triyock BPO Data Annotation and Collection Services Introduction
11.34.4 Triyock BPO Revenue in Data Annotation and Collection Services Business (2021–2026)
11.34.5 Triyock BPO Recent Development
11.35 ProtoTech Solutions
11.35.1 ProtoTech Solutions Company Details
11.35.2 ProtoTech Solutions Business Overview
11.35.3 ProtoTech Solutions Data Annotation and Collection Services Introduction
11.35.4 ProtoTech Solutions Revenue in Data Annotation and Collection Services Business (2021–2026)
11.35.5 ProtoTech Solutions Recent Development
11.36 Hive
11.36.1 Hive Company Details
11.36.2 Hive Business Overview
11.36.3 Hive Data Annotation and Collection Services Introduction
11.36.4 Hive Revenue in Data Annotation and Collection Services Business (2021–2026)
11.36.5 Hive Recent Development
11.37 Hitech BPO
11.37.1 Hitech BPO Company Details
11.37.2 Hitech BPO Business Overview
11.37.3 Hitech BPO Data Annotation and Collection Services Introduction
11.37.4 Hitech BPO Revenue in Data Annotation and Collection Services Business (2021–2026)
11.37.5 Hitech BPO Recent Development
11.38 Lionbridge AI
11.38.1 Lionbridge AI Company Details
11.38.2 Lionbridge AI Business Overview
11.38.3 Lionbridge AI Data Annotation and Collection Services Introduction
11.38.4 Lionbridge AI Revenue in Data Annotation and Collection Services Business (2021–2026)
11.38.5 Lionbridge AI Recent Development
11.39 Helpware
11.39.1 Helpware Company Details
11.39.2 Helpware Business Overview
11.39.3 Helpware Data Annotation and Collection Services Introduction
11.39.4 Helpware Revenue in Data Annotation and Collection Services Business (2021–2026)
11.39.5 Helpware Recent Development
11.40 Pareto AI
11.40.1 Pareto AI Company Details
11.40.2 Pareto AI Business Overview
11.40.3 Pareto AI Data Annotation and Collection Services Introduction
11.40.4 Pareto AI Revenue in Data Annotation and Collection Services Business (2021–2026)
11.40.5 Pareto AI 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 Data Annotation and Collection Services Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Image Annotation
Table 3. Key Players of Text Annotation
Table 4. Key Players of Voice Annotation
Table 5. Key Players of Video Annotation
Table 6. Key Players of Others
Table 7. Global Data Annotation and Collection Services Market Size Growth Rate by Service Deployment Mode (US$ Million): 2021 vs 2025 vs 2032
Table 8. Key Players of On-site Services
Table 9. Key Players of Remote Cloud Services
Table 10. Key Players of Hybrid Services
Table 11. Global Data Annotation and Collection Services Market Size Growth Rate by Automation Integration Level (US$ Million): 2021 vs 2025 vs 2032
Table 12. Key Players of Pure Manual Annotation and Collection
Table 13. Key Players of AI-Enhanced Annotation and Collection
Table 14. Key Players of Fully Automated Annotation and Collection
Table 15. Global Data Annotation and Collection Services Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 16. Global Data Annotation and Collection Services Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 17. Global Data Annotation and Collection Services Market Size by Region (US$ Million), 2021–2026
Table 18. Global Data Annotation and Collection Services Market Share by Region (2021–2026)
Table 19. Global Data Annotation and Collection Services Forecasted Market Size by Region (US$ Million), 2027–2032
Table 20. Global Data Annotation and Collection Services Market Share by Region (2027–2032)
Table 21. Data Annotation and Collection Services Market Trends
Table 22. Data Annotation and Collection Services Market Drivers
Table 23. Data Annotation and Collection Services Market Challenges
Table 24. Data Annotation and Collection Services Market Restraints
Table 25. Global Data Annotation and Collection Services Revenue by Players (US$ Million), 2021–2026
Table 26. Global Data Annotation and Collection Services Market Share by Players (2021–2026)
Table 27. Global Top Data Annotation and Collection Services Players by Tier (Tier 1, Tier 2, and Tier 3), based on Data Annotation and Collection Services Revenue, 2025
Table 28. Ranking of Global Top Data Annotation and Collection Services Companies by Revenue (US$ Million) in 2025
Table 29. Global 5 Largest Players Market Share by Data Annotation and Collection Services Revenue (CR5 and HHI), 2021–2026
Table 30. Global Key Players of Data Annotation and Collection Services, Headquarters and Area Served
Table 31. Global Key Players of Data Annotation and Collection Services, Products and Applications
Table 32. Global Key Players of Data Annotation and Collection Services, Date of General Availability (GA)
Table 33. Mergers and Acquisitions, Expansion Plans
Table 34. Global Data Annotation and Collection Services Market Size by Type (US$ Million), 2021–2026
Table 35. Global Data Annotation and Collection Services Revenue Market Share by Type (2021–2026)
Table 36. Global Data Annotation and Collection Services Forecasted Market Size by Type (US$ Million), 2027–2032
Table 37. Global Data Annotation and Collection Services Revenue Market Share by Type (2027–2032)
Table 38. Global Data Annotation and Collection Services Market Size by Application (US$ Million), 2021–2026
Table 39. Global Data Annotation and Collection Services Revenue Market Share by Application (2021–2026)
Table 40. Global Data Annotation and Collection Services Forecasted Market Size by Application (US$ Million), 2027–2032
Table 41. Global Data Annotation and Collection Services Revenue Market Share by Application (2027–2032)
Table 42. North America Data Annotation and Collection Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 43. North America Data Annotation and Collection Services Market Size by Country (US$ Million), 2021–2026
Table 44. North America Data Annotation and Collection Services Market Size by Country (US$ Million), 2027–2032
Table 45. Europe Data Annotation and Collection Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 46. Europe Data Annotation and Collection Services Market Size by Country (US$ Million), 2021–2026
Table 47. Europe Data Annotation and Collection Services Market Size by Country (US$ Million), 2027–2032
Table 48. Asia-Pacific Data Annotation and Collection Services Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 49. Asia-Pacific Data Annotation and Collection Services Market Size by Region (US$ Million), 2021–2026
Table 50. Asia-Pacific Data Annotation and Collection Services Market Size by Region (US$ Million), 2027–2032
Table 51. Latin America Data Annotation and Collection Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 52. Latin America Data Annotation and Collection Services Market Size by Country (US$ Million), 2021–2026
Table 53. Latin America Data Annotation and Collection Services Market Size by Country (US$ Million), 2027–2032
Table 54. Middle East & Africa Data Annotation and Collection Services Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 55. Middle East & Africa Data Annotation and Collection Services Market Size by Country (US$ Million), 2021–2026
Table 56. Middle East & Africa Data Annotation and Collection Services Market Size by Country (US$ Million), 2027–2032
Table 57. Alegion Company Details
Table 58. Alegion Business Overview
Table 59. Alegion Data Annotation and Collection Services Product
Table 60. Alegion Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 61. Alegion Recent Development
Table 62. Appen Limited Company Details
Table 63. Appen Limited Business Overview
Table 64. Appen Limited Data Annotation and Collection Services Product
Table 65. Appen Limited Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 66. Appen Limited Recent Development
Table 67. Labelbox, Inc. Company Details
Table 68. Labelbox, Inc. Business Overview
Table 69. Labelbox, Inc. Data Annotation and Collection Services Product
Table 70. Labelbox, Inc. Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 71. Labelbox, Inc. Recent Development
Table 72. BasicAI Data Annotation Platform Company Details
Table 73. BasicAI Data Annotation Platform Business Overview
Table 74. BasicAI Data Annotation Platform Data Annotation and Collection Services Product
Table 75. BasicAI Data Annotation Platform Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 76. BasicAI Data Annotation Platform Recent Development
Table 77. CloudFactory Limited Company Details
Table 78. CloudFactory Limited Business Overview
Table 79. CloudFactory Limited Data Annotation and Collection Services Product
Table 80. CloudFactory Limited Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 81. CloudFactory Limited Recent Development
Table 82. Scale AI Company Details
Table 83. Scale AI Business Overview
Table 84. Scale AI Data Annotation and Collection Services Product
Table 85. Scale AI Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 86. Scale AI Recent Development
Table 87. SuperAnnotate Company Details
Table 88. SuperAnnotate Business Overview
Table 89. SuperAnnotate Data Annotation and Collection Services Product
Table 90. SuperAnnotate Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 91. SuperAnnotate Recent Development
Table 92. Cogito Tech Company Details
Table 93. Cogito Tech Business Overview
Table 94. Cogito Tech Data Annotation and Collection Services Product
Table 95. Cogito Tech Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 96. Cogito Tech Recent Development
Table 97. KEYLABS Company Details
Table 98. KEYLABS Business Overview
Table 99. KEYLABS Data Annotation and Collection Services Product
Table 100. KEYLABS Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 101. KEYLABS Recent Development
Table 102. V7 Company Details
Table 103. V7 Business Overview
Table 104. V7 Data Annotation and Collection Services Product
Table 105. V7 Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 106. V7 Recent Development
Table 107. Kili Company Details
Table 108. Kili Business Overview
Table 109. Kili Data Annotation and Collection Services Product
Table 110. Kili Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 111. Kili Recent Development
Table 112. Supervisely Company Details
Table 113. Supervisely Business Overview
Table 114. Supervisely Data Annotation and Collection Services Product
Table 115. Supervisely Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 116. Supervisely Recent Development
Table 117. Dataloop Company Details
Table 118. Dataloop Business Overview
Table 119. Dataloop Data Annotation and Collection Services Product
Table 120. Dataloop Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 121. Dataloop Recent Development
Table 122. SegmentsAI Company Details
Table 123. SegmentsAI Business Overview
Table 124. SegmentsAI Data Annotation and Collection Services Product
Table 125. SegmentsAI Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 126. SegmentsAI Recent Development
Table 127. Encord Company Details
Table 128. Encord Business Overview
Table 129. Encord Data Annotation and Collection Services Product
Table 130. Encord Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 131. Encord Recent Development
Table 132. cvat Company Details
Table 133. cvat Business Overview
Table 134. cvat Data Annotation and Collection Services Product
Table 135. cvat Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 136. cvat Recent Development
Table 137. Amazon Web Services Company Details
Table 138. Amazon Web Services Business Overview
Table 139. Amazon Web Services Data Annotation and Collection Services Product
Table 140. Amazon Web Services Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 141. Amazon Web Services Recent Development
Table 142. Sama Company Details
Table 143. Sama Business Overview
Table 144. Sama Data Annotation and Collection Services Product
Table 145. Sama Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 146. Sama Recent Development
Table 147. IGT Solutions Pvt. Ltd. Company Details
Table 148. IGT Solutions Pvt. Ltd. Business Overview
Table 149. IGT Solutions Pvt. Ltd. Data Annotation and Collection Services Product
Table 150. IGT Solutions Pvt. Ltd. Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 151. IGT Solutions Pvt. Ltd. Recent Development
Table 152. LXT Company Details
Table 153. LXT Business Overview
Table 154. LXT Data Annotation and Collection Services Product
Table 155. LXT Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 156. LXT Recent Development
Table 157. Lotus Quality Assurance Company Details
Table 158. Lotus Quality Assurance Business Overview
Table 159. Lotus Quality Assurance Data Annotation and Collection Services Product
Table 160. Lotus Quality Assurance Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 161. Lotus Quality Assurance Recent Development
Table 162. Mindy Support Company Details
Table 163. Mindy Support Business Overview
Table 164. Mindy Support Data Annotation and Collection Services Product
Table 165. Mindy Support Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 166. Mindy Support Recent Development
Table 167. Infosys BPM Company Details
Table 168. Infosys BPM Business Overview
Table 169. Infosys BPM Data Annotation and Collection Services Product
Table 170. Infosys BPM Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 171. Infosys BPM Recent Development
Table 172. iMerit Company Details
Table 173. iMerit Business Overview
Table 174. iMerit Data Annotation and Collection Services Product
Table 175. iMerit Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 176. iMerit Recent Development
Table 177. Anolytics Company Details
Table 178. Anolytics Business Overview
Table 179. Anolytics Data Annotation and Collection Services Product
Table 180. Anolytics Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 181. Anolytics Recent Development
Table 182. Label Your Data Company Details
Table 183. Label Your Data Business Overview
Table 184. Label Your Data Data Annotation and Collection Services Product
Table 185. Label Your Data Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 186. Label Your Data Recent Development
Table 187. Virtusa Company Details
Table 188. Virtusa Business Overview
Table 189. Virtusa Data Annotation and Collection Services Product
Table 190. Virtusa Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 191. Virtusa Recent Development
Table 192. EnFuse Solutions Company Details
Table 193. EnFuse Solutions Business Overview
Table 194. EnFuse Solutions Data Annotation and Collection Services Product
Table 195. EnFuse Solutions Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 196. EnFuse Solutions Recent Development
Table 197. WNS Company Details
Table 198. WNS Business Overview
Table 199. WNS Data Annotation and Collection Services Product
Table 200. WNS Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 201. WNS Recent Development
Table 202. AnnotationBox Company Details
Table 203. AnnotationBox Business Overview
Table 204. AnnotationBox Data Annotation and Collection Services Product
Table 205. AnnotationBox Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 206. AnnotationBox Recent Development
Table 207. Damco Solutions Company Details
Table 208. Damco Solutions Business Overview
Table 209. Damco Solutions Data Annotation and Collection Services Product
Table 210. Damco Solutions Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 211. Damco Solutions Recent Development
Table 212. Labellerr Company Details
Table 213. Labellerr Business Overview
Table 214. Labellerr Data Annotation and Collection Services Product
Table 215. Labellerr Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 216. Labellerr Recent Development
Table 217. Kotwel Company Details
Table 218. Kotwel Business Overview
Table 219. Kotwel Data Annotation and Collection Services Product
Table 220. Kotwel Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 221. Kotwel Recent Development
Table 222. Triyock BPO Company Details
Table 223. Triyock BPO Business Overview
Table 224. Triyock BPO Data Annotation and Collection Services Product
Table 225. Triyock BPO Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 226. Triyock BPO Recent Development
Table 227. ProtoTech Solutions Company Details
Table 228. ProtoTech Solutions Business Overview
Table 229. ProtoTech Solutions Data Annotation and Collection Services Product
Table 230. ProtoTech Solutions Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 231. ProtoTech Solutions Recent Development
Table 232. Hive Company Details
Table 233. Hive Business Overview
Table 234. Hive Data Annotation and Collection Services Product
Table 235. Hive Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 236. Hive Recent Development
Table 237. Hitech BPO Company Details
Table 238. Hitech BPO Business Overview
Table 239. Hitech BPO Data Annotation and Collection Services Product
Table 240. Hitech BPO Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 241. Hitech BPO Recent Development
Table 242. Lionbridge AI Company Details
Table 243. Lionbridge AI Business Overview
Table 244. Lionbridge AI Data Annotation and Collection Services Product
Table 245. Lionbridge AI Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 246. Lionbridge AI Recent Development
Table 247. Helpware Company Details
Table 248. Helpware Business Overview
Table 249. Helpware Data Annotation and Collection Services Product
Table 250. Helpware Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 251. Helpware Recent Development
Table 252. Pareto AI Company Details
Table 253. Pareto AI Business Overview
Table 254. Pareto AI Data Annotation and Collection Services Product
Table 255. Pareto AI Revenue in Data Annotation and Collection Services Business (US$ Million), 2021–2026
Table 256. Pareto AI Recent Development
Table 257. Research Programs/Design for This Report
Table 258. Key Data Information from Secondary Sources
Table 259. Key Data Information from Primary Sources
Table 260. Authors List of This Report


List of Figures
Figure 1. Data Annotation and Collection Services Picture
Figure 2. Global Data Annotation and Collection Services Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global Data Annotation and Collection Services Market Share by Type: 2025 vs 2032
Figure 4. Image Annotation Features
Figure 5. Text Annotation Features
Figure 6. Voice Annotation Features
Figure 7. Video Annotation Features
Figure 8. Others Features
Figure 9. Global Data Annotation and Collection Services Market Size Comparison by Service Deployment Mode (US$ Million), 2021–2032
Figure 10. On-site Services Features
Figure 11. Remote Cloud Services Features
Figure 12. Hybrid Services Features
Figure 13. Global Data Annotation and Collection Services Market Size Comparison by Automation Integration Level (US$ Million), 2021–2032
Figure 14. Pure Manual Annotation and Collection Features
Figure 15. AI-Enhanced Annotation and Collection Features
Figure 16. Fully Automated Annotation and Collection Features
Figure 17. Global Data Annotation and Collection Services Market Size by Application (US$ Million), 2021–2032
Figure 18. Global Data Annotation and Collection Services Market Share by Application: 2025 vs 2032
Figure 19. Autonomous Driving Case Studies
Figure 20. Smart Healthcare Case Studies
Figure 21. Smart Security Case Studies
Figure 22. Financial Risk Control Case Studies
Figure 23. Social Media Case Studies
Figure 24. Others Case Studies
Figure 25. Data Annotation and Collection Services Report Years Considered
Figure 26. Global Data Annotation and Collection Services Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 27. Global Data Annotation and Collection Services Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 28. Global Data Annotation and Collection Services Market Share by Region: 2025 vs 2032
Figure 29. Global Data Annotation and Collection Services Market Share by Players in 2025
Figure 30. Global Data Annotation and Collection Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 31. The Top 10 and 5 Players Market Share by Data Annotation and Collection Services Revenue in 2025
Figure 32. North America Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. North America Data Annotation and Collection Services Market Share by Country (2021–2032)
Figure 34. United States Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. Canada Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 36. Europe Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Europe Data Annotation and Collection Services Market Share by Country (2021–2032)
Figure 38. Germany Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. France Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. U.K. Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Italy Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Russia Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. Ireland Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 44. Asia-Pacific Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. Asia-Pacific Data Annotation and Collection Services Market Share by Region (2021–2032)
Figure 46. China Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. Japan Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 48. South Korea Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 49. Southeast Asia Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 50. India Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 51. Australia & New Zealand Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 52. Latin America Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 53. Latin America Data Annotation and Collection Services Market Share by Country (2021–2032)
Figure 54. Mexico Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 55. Brazil Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 56. Middle East & Africa Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 57. Middle East & Africa Data Annotation and Collection Services Market Share by Country (2021–2032)
Figure 58. Israel Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 59. Saudi Arabia Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 60. UAE Data Annotation and Collection Services Market Size YoY Growth (US$ Million), 2021–2032
Figure 61. Alegion Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 62. Appen Limited Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 63. Labelbox, Inc. Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 64. BasicAI Data Annotation Platform Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 65. CloudFactory Limited Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 66. Scale AI Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 67. SuperAnnotate Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 68. Cogito Tech Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 69. KEYLABS Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 70. V7 Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 71. Kili Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 72. Supervisely Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 73. Dataloop Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 74. SegmentsAI Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 75. Encord Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 76. cvat Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 77. Amazon Web Services Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 78. Sama Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 79. IGT Solutions Pvt. Ltd. Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 80. LXT Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 81. Lotus Quality Assurance Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 82. Mindy Support Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 83. Infosys BPM Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 84. iMerit Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 85. Anolytics Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 86. Label Your Data Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 87. Virtusa Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 88. EnFuse Solutions Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 89. WNS Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 90. AnnotationBox Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 91. Damco Solutions Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 92. Labellerr Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 93. Kotwel Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 94. Triyock BPO Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 95. ProtoTech Solutions Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 96. Hive Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 97. Hitech BPO Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 98. Lionbridge AI Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 99. Helpware Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 100. Pareto AI Revenue Growth Rate in Data Annotation and Collection Services Business (2021–2026)
Figure 101. Bottom-up and Top-down Approaches for This Report
Figure 102. Data Triangulation
Figure 103. Key Executives Interviewed

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