Service & Software
Global Data Annotation Services for AI and ML Market Research Report 2026
- Feb 03, 26
- ID: 694244
- Pages: 148
- Figures: 154
- Views: 4
This report delivers a comprehensive overview of the global Data Annotation Services for AI and ML market, with both quantitative and qualitative analyses, to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current market, and make informed business decisions regarding Data Annotation Services for AI and ML. The Data Annotation Services for AI and ML market size, estimates, and forecasts are provided in terms of revenue (US$ millions), with 2025 as the base year and historical and forecast data for 2021–2032.
The report segments the global Data Annotation Services for AI and ML market comprehensively. Regional market sizes by Type, by Application, , and by player are also provided. For deeper insight, the report profiles the competitive landscape, key competitors, and their respective market rankings, and discusses technological trends and new product developments.
This report will assist Data Annotation Services for AI and ML manufacturers, new entrants, and companies across the industry value chain with information on revenues, sales volume, and average prices for the overall market and its sub-segments, by company, by Type, by Application, and by region.
Market Segmentation
By Company
Appen
Infosys BPM
iMerit
Alegion
Prodigy
Anolytics
Label Your Data
Virtusa
EnFuse Solutions
WNS
AnnotationBox
Damco Solutions
Labellerr
Kotwel
Triyock BPO
Cogito Tech
ProtoTech Solutions
SuperAnnotate
CloudFactory
Kili Technology
Hive
Hitech BPO
Segment by Type
Image Annotation
Text Annotation
Audio Annotation
Video Annotation
Others
Segment by Application
Autonomous Vehicles
Healthcare
E-commerce
Others
By Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia & New Zealand
Rest of Asia
Europe
Germany
France
U.K.
Italy
Ireland
Russia
Rest of Europe
Latin America
Mexico
Brazil
Argentina
Rest of Latin America
Middle East & Africa
Israel
United Arab Emirates (UAE)
Saudi Arabia
Rest of MEA
Chapter Outline
Chapter 1: Defines the scope of the report and presents an executive summary of market segments (by Type, by Application, , etc.), including the size of each segment and its future growth potential. It offers a high-level view of the current market and its likely evolution in the short, medium, and long term.
Chapter 2: Summarizes global and regional market size and outlines market dynamics and recent developments, including key drivers, restraints, challenges and risks for industry participants, and relevant policy analysis.
Chapter 3: Provides a detailed view of the competitive landscape for Data Annotation Services for AI and ML companies, covering revenue share, development plans, and mergers and acquisitions.
Chapter 4: Analyzes segments by Type, detailing the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 5: Analyzes segments by Application, detailing the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 6–10: Regional deep dives (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) broken down by country. Each chapter quantifies market size and growth potential by region and key countries, and outlines market development, outlook, addressable space, and capacity.
Chapter 11: Profiles key players, presenting essential information on leading companies, including product/ service offerings, revenue, gross margin, product introductions/portfolios, recent developments, etc.
Chapter 12: Key findings and conclusions of the report.
The report segments the global Data Annotation Services for AI and ML market comprehensively. Regional market sizes by Type, by Application, , and by player are also provided. For deeper insight, the report profiles the competitive landscape, key competitors, and their respective market rankings, and discusses technological trends and new product developments.
This report will assist Data Annotation Services for AI and ML manufacturers, new entrants, and companies across the industry value chain with information on revenues, sales volume, and average prices for the overall market and its sub-segments, by company, by Type, by Application, and by region.
Market Segmentation
By Company
Appen
Infosys BPM
iMerit
Alegion
Prodigy
Anolytics
Label Your Data
Virtusa
EnFuse Solutions
WNS
AnnotationBox
Damco Solutions
Labellerr
Kotwel
Triyock BPO
Cogito Tech
ProtoTech Solutions
SuperAnnotate
CloudFactory
Kili Technology
Hive
Hitech BPO
Segment by Type
Image Annotation
Text Annotation
Audio Annotation
Video Annotation
Others
Segment by Application
Autonomous Vehicles
Healthcare
E-commerce
Others
By Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia & New Zealand
Rest of Asia
Europe
Germany
France
U.K.
Italy
Ireland
Russia
Rest of Europe
Latin America
Mexico
Brazil
Argentina
Rest of Latin America
Middle East & Africa
Israel
United Arab Emirates (UAE)
Saudi Arabia
Rest of MEA
Chapter Outline
Chapter 1: Defines the scope of the report and presents an executive summary of market segments (by Type, by Application, , etc.), including the size of each segment and its future growth potential. It offers a high-level view of the current market and its likely evolution in the short, medium, and long term.
Chapter 2: Summarizes global and regional market size and outlines market dynamics and recent developments, including key drivers, restraints, challenges and risks for industry participants, and relevant policy analysis.
Chapter 3: Provides a detailed view of the competitive landscape for Data Annotation Services for AI and ML companies, covering revenue share, development plans, and mergers and acquisitions.
Chapter 4: Analyzes segments by Type, detailing the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 5: Analyzes segments by Application, detailing the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 6–10: Regional deep dives (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) broken down by country. Each chapter quantifies market size and growth potential by region and key countries, and outlines market development, outlook, addressable space, and capacity.
Chapter 11: Profiles key players, presenting essential information on leading companies, including product/ service offerings, revenue, gross margin, product introductions/portfolios, recent developments, etc.
Chapter 12: Key findings and conclusions of the report.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Annotation Services for AI and ML Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Image Annotation
1.2.3 Text Annotation
1.2.4 Audio Annotation
1.2.5 Video Annotation
1.2.6 Others
1.3 Market by Application
1.3.1 Global Data Annotation Services for AI and ML Market Growth by Application: 2021 vs 2025 vs 2032
1.3.2 Autonomous Vehicles
1.3.3 Healthcare
1.3.4 E-commerce
1.3.5 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Data Annotation Services for AI and ML Market Perspective (2021–2032)
2.2 Global Data Annotation Services for AI and ML Growth Trends by Region
2.2.1 Global Data Annotation Services for AI and ML Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 Data Annotation Services for AI and ML Historic Market Size by Region (2021–2026)
2.2.3 Data Annotation Services for AI and ML Forecasted Market Size by Region (2027–2032)
2.3 Data Annotation Services for AI and ML Market Dynamics
2.3.1 Data Annotation Services for AI and ML Industry Trends
2.3.2 Data Annotation Services for AI and ML Market Drivers
2.3.3 Data Annotation Services for AI and ML Market Challenges
2.3.4 Data Annotation Services for AI and ML Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Annotation Services for AI and ML Players by Revenue
3.1.1 Global Top Data Annotation Services for AI and ML Players by Revenue (2021–2026)
3.1.2 Global Data Annotation Services for AI and ML Revenue Market Share by Players (2021–2026)
3.2 Global Top Data Annotation Services for AI and ML Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by Data Annotation Services for AI and ML Revenue
3.4 Global Data Annotation Services for AI and ML Market Concentration Ratio
3.4.1 Global Data Annotation Services for AI and ML Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Annotation Services for AI and ML Revenue in 2025
3.5 Global Key Players of Data Annotation Services for AI and ML Head Offices and Areas Served
3.6 Global Key Players of Data Annotation Services for AI and ML, Products and Applications
3.7 Global Key Players of Data Annotation Services for AI and ML, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 Data Annotation Services for AI and ML Breakdown Data by Type
4.1 Global Data Annotation Services for AI and ML Historic Market Size by Type (2021–2026)
4.2 Global Data Annotation Services for AI and ML Forecasted Market Size by Type (2027–2032)
5 Data Annotation Services for AI and ML Breakdown Data by Application
5.1 Global Data Annotation Services for AI and ML Historic Market Size by Application (2021–2026)
5.2 Global Data Annotation Services for AI and ML Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America Data Annotation Services for AI and ML Market Size (2021–2032)
6.2 North America Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America Data Annotation Services for AI and ML Market Size by Country (2021–2026)
6.4 North America Data Annotation Services for AI and ML Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Data Annotation Services for AI and ML Market Size (2021–2032)
7.2 Europe Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe Data Annotation Services for AI and ML Market Size by Country (2021–2026)
7.4 Europe Data Annotation Services for AI and ML 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 Services for AI and ML Market Size (2021–2032)
8.2 Asia-Pacific Data Annotation Services for AI and ML Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific Data Annotation Services for AI and ML Market Size by Region (2021–2026)
8.4 Asia-Pacific Data Annotation Services for AI and ML 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 Services for AI and ML Market Size (2021–2032)
9.2 Latin America Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America Data Annotation Services for AI and ML Market Size by Country (2021–2026)
9.4 Latin America Data Annotation Services for AI and ML Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Annotation Services for AI and ML Market Size (2021–2032)
10.2 Middle East & Africa Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (2021–2026)
10.4 Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Appen
11.1.1 Appen Company Details
11.1.2 Appen Business Overview
11.1.3 Appen Data Annotation Services for AI and ML Introduction
11.1.4 Appen Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.1.5 Appen Recent Development
11.2 Infosys BPM
11.2.1 Infosys BPM Company Details
11.2.2 Infosys BPM Business Overview
11.2.3 Infosys BPM Data Annotation Services for AI and ML Introduction
11.2.4 Infosys BPM Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.2.5 Infosys BPM Recent Development
11.3 iMerit
11.3.1 iMerit Company Details
11.3.2 iMerit Business Overview
11.3.3 iMerit Data Annotation Services for AI and ML Introduction
11.3.4 iMerit Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.3.5 iMerit Recent Development
11.4 Alegion
11.4.1 Alegion Company Details
11.4.2 Alegion Business Overview
11.4.3 Alegion Data Annotation Services for AI and ML Introduction
11.4.4 Alegion Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.4.5 Alegion Recent Development
11.5 Prodigy
11.5.1 Prodigy Company Details
11.5.2 Prodigy Business Overview
11.5.3 Prodigy Data Annotation Services for AI and ML Introduction
11.5.4 Prodigy Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.5.5 Prodigy Recent Development
11.6 Anolytics
11.6.1 Anolytics Company Details
11.6.2 Anolytics Business Overview
11.6.3 Anolytics Data Annotation Services for AI and ML Introduction
11.6.4 Anolytics Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.6.5 Anolytics Recent Development
11.7 Label Your Data
11.7.1 Label Your Data Company Details
11.7.2 Label Your Data Business Overview
11.7.3 Label Your Data Data Annotation Services for AI and ML Introduction
11.7.4 Label Your Data Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.7.5 Label Your Data Recent Development
11.8 Virtusa
11.8.1 Virtusa Company Details
11.8.2 Virtusa Business Overview
11.8.3 Virtusa Data Annotation Services for AI and ML Introduction
11.8.4 Virtusa Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.8.5 Virtusa Recent Development
11.9 EnFuse Solutions
11.9.1 EnFuse Solutions Company Details
11.9.2 EnFuse Solutions Business Overview
11.9.3 EnFuse Solutions Data Annotation Services for AI and ML Introduction
11.9.4 EnFuse Solutions Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.9.5 EnFuse Solutions Recent Development
11.10 WNS
11.10.1 WNS Company Details
11.10.2 WNS Business Overview
11.10.3 WNS Data Annotation Services for AI and ML Introduction
11.10.4 WNS Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.10.5 WNS Recent Development
11.11 AnnotationBox
11.11.1 AnnotationBox Company Details
11.11.2 AnnotationBox Business Overview
11.11.3 AnnotationBox Data Annotation Services for AI and ML Introduction
11.11.4 AnnotationBox Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.11.5 AnnotationBox Recent Development
11.12 Damco Solutions
11.12.1 Damco Solutions Company Details
11.12.2 Damco Solutions Business Overview
11.12.3 Damco Solutions Data Annotation Services for AI and ML Introduction
11.12.4 Damco Solutions Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.12.5 Damco Solutions Recent Development
11.13 Labellerr
11.13.1 Labellerr Company Details
11.13.2 Labellerr Business Overview
11.13.3 Labellerr Data Annotation Services for AI and ML Introduction
11.13.4 Labellerr Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.13.5 Labellerr Recent Development
11.14 Kotwel
11.14.1 Kotwel Company Details
11.14.2 Kotwel Business Overview
11.14.3 Kotwel Data Annotation Services for AI and ML Introduction
11.14.4 Kotwel Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.14.5 Kotwel Recent Development
11.15 Triyock BPO
11.15.1 Triyock BPO Company Details
11.15.2 Triyock BPO Business Overview
11.15.3 Triyock BPO Data Annotation Services for AI and ML Introduction
11.15.4 Triyock BPO Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.15.5 Triyock BPO Recent Development
11.16 Cogito Tech
11.16.1 Cogito Tech Company Details
11.16.2 Cogito Tech Business Overview
11.16.3 Cogito Tech Data Annotation Services for AI and ML Introduction
11.16.4 Cogito Tech Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.16.5 Cogito Tech Recent Development
11.17 ProtoTech Solutions
11.17.1 ProtoTech Solutions Company Details
11.17.2 ProtoTech Solutions Business Overview
11.17.3 ProtoTech Solutions Data Annotation Services for AI and ML Introduction
11.17.4 ProtoTech Solutions Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.17.5 ProtoTech Solutions Recent Development
11.18 SuperAnnotate
11.18.1 SuperAnnotate Company Details
11.18.2 SuperAnnotate Business Overview
11.18.3 SuperAnnotate Data Annotation Services for AI and ML Introduction
11.18.4 SuperAnnotate Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.18.5 SuperAnnotate Recent Development
11.19 CloudFactory
11.19.1 CloudFactory Company Details
11.19.2 CloudFactory Business Overview
11.19.3 CloudFactory Data Annotation Services for AI and ML Introduction
11.19.4 CloudFactory Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.19.5 CloudFactory Recent Development
11.20 Kili Technology
11.20.1 Kili Technology Company Details
11.20.2 Kili Technology Business Overview
11.20.3 Kili Technology Data Annotation Services for AI and ML Introduction
11.20.4 Kili Technology Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.20.5 Kili Technology Recent Development
11.21 Hive
11.21.1 Hive Company Details
11.21.2 Hive Business Overview
11.21.3 Hive Data Annotation Services for AI and ML Introduction
11.21.4 Hive Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.21.5 Hive Recent Development
11.22 Hitech BPO
11.22.1 Hitech BPO Company Details
11.22.2 Hitech BPO Business Overview
11.22.3 Hitech BPO Data Annotation Services for AI and ML Introduction
11.22.4 Hitech BPO Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.22.5 Hitech BPO 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
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Annotation Services for AI and ML Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Image Annotation
1.2.3 Text Annotation
1.2.4 Audio Annotation
1.2.5 Video Annotation
1.2.6 Others
1.3 Market by Application
1.3.1 Global Data Annotation Services for AI and ML Market Growth by Application: 2021 vs 2025 vs 2032
1.3.2 Autonomous Vehicles
1.3.3 Healthcare
1.3.4 E-commerce
1.3.5 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Data Annotation Services for AI and ML Market Perspective (2021–2032)
2.2 Global Data Annotation Services for AI and ML Growth Trends by Region
2.2.1 Global Data Annotation Services for AI and ML Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 Data Annotation Services for AI and ML Historic Market Size by Region (2021–2026)
2.2.3 Data Annotation Services for AI and ML Forecasted Market Size by Region (2027–2032)
2.3 Data Annotation Services for AI and ML Market Dynamics
2.3.1 Data Annotation Services for AI and ML Industry Trends
2.3.2 Data Annotation Services for AI and ML Market Drivers
2.3.3 Data Annotation Services for AI and ML Market Challenges
2.3.4 Data Annotation Services for AI and ML Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Annotation Services for AI and ML Players by Revenue
3.1.1 Global Top Data Annotation Services for AI and ML Players by Revenue (2021–2026)
3.1.2 Global Data Annotation Services for AI and ML Revenue Market Share by Players (2021–2026)
3.2 Global Top Data Annotation Services for AI and ML Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by Data Annotation Services for AI and ML Revenue
3.4 Global Data Annotation Services for AI and ML Market Concentration Ratio
3.4.1 Global Data Annotation Services for AI and ML Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Annotation Services for AI and ML Revenue in 2025
3.5 Global Key Players of Data Annotation Services for AI and ML Head Offices and Areas Served
3.6 Global Key Players of Data Annotation Services for AI and ML, Products and Applications
3.7 Global Key Players of Data Annotation Services for AI and ML, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 Data Annotation Services for AI and ML Breakdown Data by Type
4.1 Global Data Annotation Services for AI and ML Historic Market Size by Type (2021–2026)
4.2 Global Data Annotation Services for AI and ML Forecasted Market Size by Type (2027–2032)
5 Data Annotation Services for AI and ML Breakdown Data by Application
5.1 Global Data Annotation Services for AI and ML Historic Market Size by Application (2021–2026)
5.2 Global Data Annotation Services for AI and ML Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America Data Annotation Services for AI and ML Market Size (2021–2032)
6.2 North America Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America Data Annotation Services for AI and ML Market Size by Country (2021–2026)
6.4 North America Data Annotation Services for AI and ML Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Data Annotation Services for AI and ML Market Size (2021–2032)
7.2 Europe Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe Data Annotation Services for AI and ML Market Size by Country (2021–2026)
7.4 Europe Data Annotation Services for AI and ML 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 Services for AI and ML Market Size (2021–2032)
8.2 Asia-Pacific Data Annotation Services for AI and ML Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific Data Annotation Services for AI and ML Market Size by Region (2021–2026)
8.4 Asia-Pacific Data Annotation Services for AI and ML 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 Services for AI and ML Market Size (2021–2032)
9.2 Latin America Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America Data Annotation Services for AI and ML Market Size by Country (2021–2026)
9.4 Latin America Data Annotation Services for AI and ML Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Annotation Services for AI and ML Market Size (2021–2032)
10.2 Middle East & Africa Data Annotation Services for AI and ML Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (2021–2026)
10.4 Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Appen
11.1.1 Appen Company Details
11.1.2 Appen Business Overview
11.1.3 Appen Data Annotation Services for AI and ML Introduction
11.1.4 Appen Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.1.5 Appen Recent Development
11.2 Infosys BPM
11.2.1 Infosys BPM Company Details
11.2.2 Infosys BPM Business Overview
11.2.3 Infosys BPM Data Annotation Services for AI and ML Introduction
11.2.4 Infosys BPM Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.2.5 Infosys BPM Recent Development
11.3 iMerit
11.3.1 iMerit Company Details
11.3.2 iMerit Business Overview
11.3.3 iMerit Data Annotation Services for AI and ML Introduction
11.3.4 iMerit Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.3.5 iMerit Recent Development
11.4 Alegion
11.4.1 Alegion Company Details
11.4.2 Alegion Business Overview
11.4.3 Alegion Data Annotation Services for AI and ML Introduction
11.4.4 Alegion Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.4.5 Alegion Recent Development
11.5 Prodigy
11.5.1 Prodigy Company Details
11.5.2 Prodigy Business Overview
11.5.3 Prodigy Data Annotation Services for AI and ML Introduction
11.5.4 Prodigy Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.5.5 Prodigy Recent Development
11.6 Anolytics
11.6.1 Anolytics Company Details
11.6.2 Anolytics Business Overview
11.6.3 Anolytics Data Annotation Services for AI and ML Introduction
11.6.4 Anolytics Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.6.5 Anolytics Recent Development
11.7 Label Your Data
11.7.1 Label Your Data Company Details
11.7.2 Label Your Data Business Overview
11.7.3 Label Your Data Data Annotation Services for AI and ML Introduction
11.7.4 Label Your Data Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.7.5 Label Your Data Recent Development
11.8 Virtusa
11.8.1 Virtusa Company Details
11.8.2 Virtusa Business Overview
11.8.3 Virtusa Data Annotation Services for AI and ML Introduction
11.8.4 Virtusa Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.8.5 Virtusa Recent Development
11.9 EnFuse Solutions
11.9.1 EnFuse Solutions Company Details
11.9.2 EnFuse Solutions Business Overview
11.9.3 EnFuse Solutions Data Annotation Services for AI and ML Introduction
11.9.4 EnFuse Solutions Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.9.5 EnFuse Solutions Recent Development
11.10 WNS
11.10.1 WNS Company Details
11.10.2 WNS Business Overview
11.10.3 WNS Data Annotation Services for AI and ML Introduction
11.10.4 WNS Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.10.5 WNS Recent Development
11.11 AnnotationBox
11.11.1 AnnotationBox Company Details
11.11.2 AnnotationBox Business Overview
11.11.3 AnnotationBox Data Annotation Services for AI and ML Introduction
11.11.4 AnnotationBox Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.11.5 AnnotationBox Recent Development
11.12 Damco Solutions
11.12.1 Damco Solutions Company Details
11.12.2 Damco Solutions Business Overview
11.12.3 Damco Solutions Data Annotation Services for AI and ML Introduction
11.12.4 Damco Solutions Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.12.5 Damco Solutions Recent Development
11.13 Labellerr
11.13.1 Labellerr Company Details
11.13.2 Labellerr Business Overview
11.13.3 Labellerr Data Annotation Services for AI and ML Introduction
11.13.4 Labellerr Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.13.5 Labellerr Recent Development
11.14 Kotwel
11.14.1 Kotwel Company Details
11.14.2 Kotwel Business Overview
11.14.3 Kotwel Data Annotation Services for AI and ML Introduction
11.14.4 Kotwel Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.14.5 Kotwel Recent Development
11.15 Triyock BPO
11.15.1 Triyock BPO Company Details
11.15.2 Triyock BPO Business Overview
11.15.3 Triyock BPO Data Annotation Services for AI and ML Introduction
11.15.4 Triyock BPO Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.15.5 Triyock BPO Recent Development
11.16 Cogito Tech
11.16.1 Cogito Tech Company Details
11.16.2 Cogito Tech Business Overview
11.16.3 Cogito Tech Data Annotation Services for AI and ML Introduction
11.16.4 Cogito Tech Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.16.5 Cogito Tech Recent Development
11.17 ProtoTech Solutions
11.17.1 ProtoTech Solutions Company Details
11.17.2 ProtoTech Solutions Business Overview
11.17.3 ProtoTech Solutions Data Annotation Services for AI and ML Introduction
11.17.4 ProtoTech Solutions Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.17.5 ProtoTech Solutions Recent Development
11.18 SuperAnnotate
11.18.1 SuperAnnotate Company Details
11.18.2 SuperAnnotate Business Overview
11.18.3 SuperAnnotate Data Annotation Services for AI and ML Introduction
11.18.4 SuperAnnotate Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.18.5 SuperAnnotate Recent Development
11.19 CloudFactory
11.19.1 CloudFactory Company Details
11.19.2 CloudFactory Business Overview
11.19.3 CloudFactory Data Annotation Services for AI and ML Introduction
11.19.4 CloudFactory Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.19.5 CloudFactory Recent Development
11.20 Kili Technology
11.20.1 Kili Technology Company Details
11.20.2 Kili Technology Business Overview
11.20.3 Kili Technology Data Annotation Services for AI and ML Introduction
11.20.4 Kili Technology Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.20.5 Kili Technology Recent Development
11.21 Hive
11.21.1 Hive Company Details
11.21.2 Hive Business Overview
11.21.3 Hive Data Annotation Services for AI and ML Introduction
11.21.4 Hive Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.21.5 Hive Recent Development
11.22 Hitech BPO
11.22.1 Hitech BPO Company Details
11.22.2 Hitech BPO Business Overview
11.22.3 Hitech BPO Data Annotation Services for AI and ML Introduction
11.22.4 Hitech BPO Revenue in Data Annotation Services for AI and ML Business (2021–2026)
11.22.5 Hitech BPO 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 Services for AI and ML 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 Audio Annotation
Table 5. Key Players of Video Annotation
Table 6. Key Players of Others
Table 7. Global Data Annotation Services for AI and ML Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 8. Global Data Annotation Services for AI and ML Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 9. Global Data Annotation Services for AI and ML Market Size by Region (US$ Million), 2021–2026
Table 10. Global Data Annotation Services for AI and ML Market Share by Region (2021–2026)
Table 11. Global Data Annotation Services for AI and ML Forecasted Market Size by Region (US$ Million), 2027–2032
Table 12. Global Data Annotation Services for AI and ML Market Share by Region (2027–2032)
Table 13. Data Annotation Services for AI and ML Market Trends
Table 14. Data Annotation Services for AI and ML Market Drivers
Table 15. Data Annotation Services for AI and ML Market Challenges
Table 16. Data Annotation Services for AI and ML Market Restraints
Table 17. Global Data Annotation Services for AI and ML Revenue by Players (US$ Million), 2021–2026
Table 18. Global Data Annotation Services for AI and ML Market Share by Players (2021–2026)
Table 19. Global Top Data Annotation Services for AI and ML Players by Tier (Tier 1, Tier 2, and Tier 3), based on Data Annotation Services for AI and ML Revenue, 2025
Table 20. Ranking of Global Top Data Annotation Services for AI and ML Companies by Revenue (US$ Million) in 2025
Table 21. Global 5 Largest Players Market Share by Data Annotation Services for AI and ML Revenue (CR5 and HHI), 2021–2026
Table 22. Global Key Players of Data Annotation Services for AI and ML, Headquarters and Area Served
Table 23. Global Key Players of Data Annotation Services for AI and ML, Products and Applications
Table 24. Global Key Players of Data Annotation Services for AI and ML, Date of General Availability (GA)
Table 25. Mergers and Acquisitions, Expansion Plans
Table 26. Global Data Annotation Services for AI and ML Market Size by Type (US$ Million), 2021–2026
Table 27. Global Data Annotation Services for AI and ML Revenue Market Share by Type (2021–2026)
Table 28. Global Data Annotation Services for AI and ML Forecasted Market Size by Type (US$ Million), 2027–2032
Table 29. Global Data Annotation Services for AI and ML Revenue Market Share by Type (2027–2032)
Table 30. Global Data Annotation Services for AI and ML Market Size by Application (US$ Million), 2021–2026
Table 31. Global Data Annotation Services for AI and ML Revenue Market Share by Application (2021–2026)
Table 32. Global Data Annotation Services for AI and ML Forecasted Market Size by Application (US$ Million), 2027–2032
Table 33. Global Data Annotation Services for AI and ML Revenue Market Share by Application (2027–2032)
Table 34. North America Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 35. North America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 36. North America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 37. Europe Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 38. Europe Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 39. Europe Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 40. Asia-Pacific Data Annotation Services for AI and ML Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 41. Asia-Pacific Data Annotation Services for AI and ML Market Size by Region (US$ Million), 2021–2026
Table 42. Asia-Pacific Data Annotation Services for AI and ML Market Size by Region (US$ Million), 2027–2032
Table 43. Latin America Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 44. Latin America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 45. Latin America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 46. Middle East & Africa Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 47. Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 48. Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 49. Appen Company Details
Table 50. Appen Business Overview
Table 51. Appen Data Annotation Services for AI and ML Product
Table 52. Appen Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 53. Appen Recent Development
Table 54. Infosys BPM Company Details
Table 55. Infosys BPM Business Overview
Table 56. Infosys BPM Data Annotation Services for AI and ML Product
Table 57. Infosys BPM Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 58. Infosys BPM Recent Development
Table 59. iMerit Company Details
Table 60. iMerit Business Overview
Table 61. iMerit Data Annotation Services for AI and ML Product
Table 62. iMerit Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 63. iMerit Recent Development
Table 64. Alegion Company Details
Table 65. Alegion Business Overview
Table 66. Alegion Data Annotation Services for AI and ML Product
Table 67. Alegion Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 68. Alegion Recent Development
Table 69. Prodigy Company Details
Table 70. Prodigy Business Overview
Table 71. Prodigy Data Annotation Services for AI and ML Product
Table 72. Prodigy Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 73. Prodigy Recent Development
Table 74. Anolytics Company Details
Table 75. Anolytics Business Overview
Table 76. Anolytics Data Annotation Services for AI and ML Product
Table 77. Anolytics Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 78. Anolytics Recent Development
Table 79. Label Your Data Company Details
Table 80. Label Your Data Business Overview
Table 81. Label Your Data Data Annotation Services for AI and ML Product
Table 82. Label Your Data Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 83. Label Your Data Recent Development
Table 84. Virtusa Company Details
Table 85. Virtusa Business Overview
Table 86. Virtusa Data Annotation Services for AI and ML Product
Table 87. Virtusa Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 88. Virtusa Recent Development
Table 89. EnFuse Solutions Company Details
Table 90. EnFuse Solutions Business Overview
Table 91. EnFuse Solutions Data Annotation Services for AI and ML Product
Table 92. EnFuse Solutions Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 93. EnFuse Solutions Recent Development
Table 94. WNS Company Details
Table 95. WNS Business Overview
Table 96. WNS Data Annotation Services for AI and ML Product
Table 97. WNS Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 98. WNS Recent Development
Table 99. AnnotationBox Company Details
Table 100. AnnotationBox Business Overview
Table 101. AnnotationBox Data Annotation Services for AI and ML Product
Table 102. AnnotationBox Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 103. AnnotationBox Recent Development
Table 104. Damco Solutions Company Details
Table 105. Damco Solutions Business Overview
Table 106. Damco Solutions Data Annotation Services for AI and ML Product
Table 107. Damco Solutions Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 108. Damco Solutions Recent Development
Table 109. Labellerr Company Details
Table 110. Labellerr Business Overview
Table 111. Labellerr Data Annotation Services for AI and ML Product
Table 112. Labellerr Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 113. Labellerr Recent Development
Table 114. Kotwel Company Details
Table 115. Kotwel Business Overview
Table 116. Kotwel Data Annotation Services for AI and ML Product
Table 117. Kotwel Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 118. Kotwel Recent Development
Table 119. Triyock BPO Company Details
Table 120. Triyock BPO Business Overview
Table 121. Triyock BPO Data Annotation Services for AI and ML Product
Table 122. Triyock BPO Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 123. Triyock BPO Recent Development
Table 124. Cogito Tech Company Details
Table 125. Cogito Tech Business Overview
Table 126. Cogito Tech Data Annotation Services for AI and ML Product
Table 127. Cogito Tech Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 128. Cogito Tech Recent Development
Table 129. ProtoTech Solutions Company Details
Table 130. ProtoTech Solutions Business Overview
Table 131. ProtoTech Solutions Data Annotation Services for AI and ML Product
Table 132. ProtoTech Solutions Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 133. ProtoTech Solutions Recent Development
Table 134. SuperAnnotate Company Details
Table 135. SuperAnnotate Business Overview
Table 136. SuperAnnotate Data Annotation Services for AI and ML Product
Table 137. SuperAnnotate Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 138. SuperAnnotate Recent Development
Table 139. CloudFactory Company Details
Table 140. CloudFactory Business Overview
Table 141. CloudFactory Data Annotation Services for AI and ML Product
Table 142. CloudFactory Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 143. CloudFactory Recent Development
Table 144. Kili Technology Company Details
Table 145. Kili Technology Business Overview
Table 146. Kili Technology Data Annotation Services for AI and ML Product
Table 147. Kili Technology Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 148. Kili Technology Recent Development
Table 149. Hive Company Details
Table 150. Hive Business Overview
Table 151. Hive Data Annotation Services for AI and ML Product
Table 152. Hive Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 153. Hive Recent Development
Table 154. Hitech BPO Company Details
Table 155. Hitech BPO Business Overview
Table 156. Hitech BPO Data Annotation Services for AI and ML Product
Table 157. Hitech BPO Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 158. Hitech BPO Recent Development
Table 159. Research Programs/Design for This Report
Table 160. Key Data Information from Secondary Sources
Table 161. Key Data Information from Primary Sources
Table 162. Authors List of This Report
List of Figures
Figure 1. Data Annotation Services for AI and ML Picture
Figure 2. Global Data Annotation Services for AI and ML Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global Data Annotation Services for AI and ML Market Share by Type: 2025 vs 2032
Figure 4. Image Annotation Features
Figure 5. Text Annotation Features
Figure 6. Audio Annotation Features
Figure 7. Video Annotation Features
Figure 8. Others Features
Figure 9. Global Data Annotation Services for AI and ML Market Size by Application (US$ Million), 2021–2032
Figure 10. Global Data Annotation Services for AI and ML Market Share by Application: 2025 vs 2032
Figure 11. Autonomous Vehicles Case Studies
Figure 12. Healthcare Case Studies
Figure 13. E-commerce Case Studies
Figure 14. Others Case Studies
Figure 15. Data Annotation Services for AI and ML Report Years Considered
Figure 16. Global Data Annotation Services for AI and ML Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 17. Global Data Annotation Services for AI and ML Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 18. Global Data Annotation Services for AI and ML Market Share by Region: 2025 vs 2032
Figure 19. Global Data Annotation Services for AI and ML Market Share by Players in 2025
Figure 20. Global Data Annotation Services for AI and ML Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 21. The Top 10 and 5 Players Market Share by Data Annotation Services for AI and ML Revenue in 2025
Figure 22. North America Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 23. North America Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 24. United States Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 25. Canada Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 26. Europe Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 27. Europe Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 28. Germany Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 29. France Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 30. U.K. Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 31. Italy Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 32. Russia Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. Ireland Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 34. Asia-Pacific Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. Asia-Pacific Data Annotation Services for AI and ML Market Share by Region (2021–2032)
Figure 36. China Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Japan Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. South Korea Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. Southeast Asia Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. India Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Australia & New Zealand Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Latin America Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. Latin America Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 44. Mexico Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. Brazil Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. Middle East & Africa Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. Middle East & Africa Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 48. Israel Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 49. Saudi Arabia Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 50. UAE Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 51. Appen Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 52. Infosys BPM Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 53. iMerit Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 54. Alegion Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 55. Prodigy Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 56. Anolytics Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 57. Label Your Data Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 58. Virtusa Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 59. EnFuse Solutions Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 60. WNS Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 61. AnnotationBox Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 62. Damco Solutions Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 63. Labellerr Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 64. Kotwel Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 65. Triyock BPO Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 66. Cogito Tech Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 67. ProtoTech Solutions Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 68. SuperAnnotate Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 69. CloudFactory Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 70. Kili Technology Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 71. Hive Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 72. Hitech BPO Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 73. Bottom-up and Top-down Approaches for This Report
Figure 74. Data Triangulation
Figure 75. Key Executives Interviewed
Table 1. Global Data Annotation Services for AI and ML 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 Audio Annotation
Table 5. Key Players of Video Annotation
Table 6. Key Players of Others
Table 7. Global Data Annotation Services for AI and ML Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 8. Global Data Annotation Services for AI and ML Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 9. Global Data Annotation Services for AI and ML Market Size by Region (US$ Million), 2021–2026
Table 10. Global Data Annotation Services for AI and ML Market Share by Region (2021–2026)
Table 11. Global Data Annotation Services for AI and ML Forecasted Market Size by Region (US$ Million), 2027–2032
Table 12. Global Data Annotation Services for AI and ML Market Share by Region (2027–2032)
Table 13. Data Annotation Services for AI and ML Market Trends
Table 14. Data Annotation Services for AI and ML Market Drivers
Table 15. Data Annotation Services for AI and ML Market Challenges
Table 16. Data Annotation Services for AI and ML Market Restraints
Table 17. Global Data Annotation Services for AI and ML Revenue by Players (US$ Million), 2021–2026
Table 18. Global Data Annotation Services for AI and ML Market Share by Players (2021–2026)
Table 19. Global Top Data Annotation Services for AI and ML Players by Tier (Tier 1, Tier 2, and Tier 3), based on Data Annotation Services for AI and ML Revenue, 2025
Table 20. Ranking of Global Top Data Annotation Services for AI and ML Companies by Revenue (US$ Million) in 2025
Table 21. Global 5 Largest Players Market Share by Data Annotation Services for AI and ML Revenue (CR5 and HHI), 2021–2026
Table 22. Global Key Players of Data Annotation Services for AI and ML, Headquarters and Area Served
Table 23. Global Key Players of Data Annotation Services for AI and ML, Products and Applications
Table 24. Global Key Players of Data Annotation Services for AI and ML, Date of General Availability (GA)
Table 25. Mergers and Acquisitions, Expansion Plans
Table 26. Global Data Annotation Services for AI and ML Market Size by Type (US$ Million), 2021–2026
Table 27. Global Data Annotation Services for AI and ML Revenue Market Share by Type (2021–2026)
Table 28. Global Data Annotation Services for AI and ML Forecasted Market Size by Type (US$ Million), 2027–2032
Table 29. Global Data Annotation Services for AI and ML Revenue Market Share by Type (2027–2032)
Table 30. Global Data Annotation Services for AI and ML Market Size by Application (US$ Million), 2021–2026
Table 31. Global Data Annotation Services for AI and ML Revenue Market Share by Application (2021–2026)
Table 32. Global Data Annotation Services for AI and ML Forecasted Market Size by Application (US$ Million), 2027–2032
Table 33. Global Data Annotation Services for AI and ML Revenue Market Share by Application (2027–2032)
Table 34. North America Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 35. North America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 36. North America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 37. Europe Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 38. Europe Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 39. Europe Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 40. Asia-Pacific Data Annotation Services for AI and ML Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 41. Asia-Pacific Data Annotation Services for AI and ML Market Size by Region (US$ Million), 2021–2026
Table 42. Asia-Pacific Data Annotation Services for AI and ML Market Size by Region (US$ Million), 2027–2032
Table 43. Latin America Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 44. Latin America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 45. Latin America Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 46. Middle East & Africa Data Annotation Services for AI and ML Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 47. Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2021–2026
Table 48. Middle East & Africa Data Annotation Services for AI and ML Market Size by Country (US$ Million), 2027–2032
Table 49. Appen Company Details
Table 50. Appen Business Overview
Table 51. Appen Data Annotation Services for AI and ML Product
Table 52. Appen Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 53. Appen Recent Development
Table 54. Infosys BPM Company Details
Table 55. Infosys BPM Business Overview
Table 56. Infosys BPM Data Annotation Services for AI and ML Product
Table 57. Infosys BPM Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 58. Infosys BPM Recent Development
Table 59. iMerit Company Details
Table 60. iMerit Business Overview
Table 61. iMerit Data Annotation Services for AI and ML Product
Table 62. iMerit Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 63. iMerit Recent Development
Table 64. Alegion Company Details
Table 65. Alegion Business Overview
Table 66. Alegion Data Annotation Services for AI and ML Product
Table 67. Alegion Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 68. Alegion Recent Development
Table 69. Prodigy Company Details
Table 70. Prodigy Business Overview
Table 71. Prodigy Data Annotation Services for AI and ML Product
Table 72. Prodigy Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 73. Prodigy Recent Development
Table 74. Anolytics Company Details
Table 75. Anolytics Business Overview
Table 76. Anolytics Data Annotation Services for AI and ML Product
Table 77. Anolytics Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 78. Anolytics Recent Development
Table 79. Label Your Data Company Details
Table 80. Label Your Data Business Overview
Table 81. Label Your Data Data Annotation Services for AI and ML Product
Table 82. Label Your Data Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 83. Label Your Data Recent Development
Table 84. Virtusa Company Details
Table 85. Virtusa Business Overview
Table 86. Virtusa Data Annotation Services for AI and ML Product
Table 87. Virtusa Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 88. Virtusa Recent Development
Table 89. EnFuse Solutions Company Details
Table 90. EnFuse Solutions Business Overview
Table 91. EnFuse Solutions Data Annotation Services for AI and ML Product
Table 92. EnFuse Solutions Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 93. EnFuse Solutions Recent Development
Table 94. WNS Company Details
Table 95. WNS Business Overview
Table 96. WNS Data Annotation Services for AI and ML Product
Table 97. WNS Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 98. WNS Recent Development
Table 99. AnnotationBox Company Details
Table 100. AnnotationBox Business Overview
Table 101. AnnotationBox Data Annotation Services for AI and ML Product
Table 102. AnnotationBox Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 103. AnnotationBox Recent Development
Table 104. Damco Solutions Company Details
Table 105. Damco Solutions Business Overview
Table 106. Damco Solutions Data Annotation Services for AI and ML Product
Table 107. Damco Solutions Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 108. Damco Solutions Recent Development
Table 109. Labellerr Company Details
Table 110. Labellerr Business Overview
Table 111. Labellerr Data Annotation Services for AI and ML Product
Table 112. Labellerr Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 113. Labellerr Recent Development
Table 114. Kotwel Company Details
Table 115. Kotwel Business Overview
Table 116. Kotwel Data Annotation Services for AI and ML Product
Table 117. Kotwel Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 118. Kotwel Recent Development
Table 119. Triyock BPO Company Details
Table 120. Triyock BPO Business Overview
Table 121. Triyock BPO Data Annotation Services for AI and ML Product
Table 122. Triyock BPO Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 123. Triyock BPO Recent Development
Table 124. Cogito Tech Company Details
Table 125. Cogito Tech Business Overview
Table 126. Cogito Tech Data Annotation Services for AI and ML Product
Table 127. Cogito Tech Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 128. Cogito Tech Recent Development
Table 129. ProtoTech Solutions Company Details
Table 130. ProtoTech Solutions Business Overview
Table 131. ProtoTech Solutions Data Annotation Services for AI and ML Product
Table 132. ProtoTech Solutions Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 133. ProtoTech Solutions Recent Development
Table 134. SuperAnnotate Company Details
Table 135. SuperAnnotate Business Overview
Table 136. SuperAnnotate Data Annotation Services for AI and ML Product
Table 137. SuperAnnotate Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 138. SuperAnnotate Recent Development
Table 139. CloudFactory Company Details
Table 140. CloudFactory Business Overview
Table 141. CloudFactory Data Annotation Services for AI and ML Product
Table 142. CloudFactory Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 143. CloudFactory Recent Development
Table 144. Kili Technology Company Details
Table 145. Kili Technology Business Overview
Table 146. Kili Technology Data Annotation Services for AI and ML Product
Table 147. Kili Technology Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 148. Kili Technology Recent Development
Table 149. Hive Company Details
Table 150. Hive Business Overview
Table 151. Hive Data Annotation Services for AI and ML Product
Table 152. Hive Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 153. Hive Recent Development
Table 154. Hitech BPO Company Details
Table 155. Hitech BPO Business Overview
Table 156. Hitech BPO Data Annotation Services for AI and ML Product
Table 157. Hitech BPO Revenue in Data Annotation Services for AI and ML Business (US$ Million), 2021–2026
Table 158. Hitech BPO Recent Development
Table 159. Research Programs/Design for This Report
Table 160. Key Data Information from Secondary Sources
Table 161. Key Data Information from Primary Sources
Table 162. Authors List of This Report
List of Figures
Figure 1. Data Annotation Services for AI and ML Picture
Figure 2. Global Data Annotation Services for AI and ML Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global Data Annotation Services for AI and ML Market Share by Type: 2025 vs 2032
Figure 4. Image Annotation Features
Figure 5. Text Annotation Features
Figure 6. Audio Annotation Features
Figure 7. Video Annotation Features
Figure 8. Others Features
Figure 9. Global Data Annotation Services for AI and ML Market Size by Application (US$ Million), 2021–2032
Figure 10. Global Data Annotation Services for AI and ML Market Share by Application: 2025 vs 2032
Figure 11. Autonomous Vehicles Case Studies
Figure 12. Healthcare Case Studies
Figure 13. E-commerce Case Studies
Figure 14. Others Case Studies
Figure 15. Data Annotation Services for AI and ML Report Years Considered
Figure 16. Global Data Annotation Services for AI and ML Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 17. Global Data Annotation Services for AI and ML Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 18. Global Data Annotation Services for AI and ML Market Share by Region: 2025 vs 2032
Figure 19. Global Data Annotation Services for AI and ML Market Share by Players in 2025
Figure 20. Global Data Annotation Services for AI and ML Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 21. The Top 10 and 5 Players Market Share by Data Annotation Services for AI and ML Revenue in 2025
Figure 22. North America Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 23. North America Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 24. United States Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 25. Canada Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 26. Europe Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 27. Europe Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 28. Germany Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 29. France Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 30. U.K. Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 31. Italy Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 32. Russia Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. Ireland Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 34. Asia-Pacific Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. Asia-Pacific Data Annotation Services for AI and ML Market Share by Region (2021–2032)
Figure 36. China Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Japan Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. South Korea Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. Southeast Asia Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. India Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Australia & New Zealand Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Latin America Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. Latin America Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 44. Mexico Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. Brazil Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. Middle East & Africa Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. Middle East & Africa Data Annotation Services for AI and ML Market Share by Country (2021–2032)
Figure 48. Israel Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 49. Saudi Arabia Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 50. UAE Data Annotation Services for AI and ML Market Size YoY Growth (US$ Million), 2021–2032
Figure 51. Appen Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 52. Infosys BPM Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 53. iMerit Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 54. Alegion Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 55. Prodigy Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 56. Anolytics Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 57. Label Your Data Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 58. Virtusa Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 59. EnFuse Solutions Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 60. WNS Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 61. AnnotationBox Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 62. Damco Solutions Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 63. Labellerr Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 64. Kotwel Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 65. Triyock BPO Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 66. Cogito Tech Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 67. ProtoTech Solutions Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 68. SuperAnnotate Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 69. CloudFactory Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 70. Kili Technology Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 71. Hive Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 72. Hitech BPO Revenue Growth Rate in Data Annotation Services for AI and ML Business (2021–2026)
Figure 73. Bottom-up and Top-down Approaches for This Report
Figure 74. Data Triangulation
Figure 75. Key Executives Interviewed
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