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Industry Research
Data Labeling and Annotation Outsourcing Service Industry Research Report 2026
Market perspective
The global Data Labeling and Annotation Outsourcing Service market was valued at US$ million in 2025 and is projected to reach US$ million by 2032, implying a CAGR of % over 2026–2032.
North America: the Data Labeling and Annotation Outsourcing Service market is projected to increase from US$ million in 2026 to US$ million by 2032, reflecting a CAGR of % over 2026–2032. Europe: the Data Labeling and Annotation Outsourcing Service market is projected to rise from US$ million in 2026 to US$ million by 2032, registering a CAGR of % over 2026–2032. Asia Pacific: the Data Labeling and Annotation Outsourcing Service market is expected to grow from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026–2032. Leading global service providers of Data Labeling and Annotation Outsourcing Service include Qualitas Global, Sheyon Technologies, Acclivis, LightTag, Google, Tagtog Sp. z o.o, Clickworker GmbH, Lotus Quality Assurance and Trilldata Technologies Pvt. Ltd, among others; in 2025, the top three vendors together accounted for approximately % of global revenue.
Report Scope
Read the full market overview
This report quantifies the global Data Labeling and Annotation Outsourcing Service market in terms of revenue (US$ million) and, where applicable, service volume (k units), using 2024 as the base year and providing annual historical and forecast data for 2021–2032.
It standardizes definitions of service Types and end-use Applications, harmonizes provider attribution, and delivers comparable time series by company, Type, Application, and region or country, including indicative price bands (US$/k units) and concentration ratios (CR5/CR10). Outputs are intended to support service design, budgeting, capacity planning, and benchmarking for providers, platforms, channel partners, and investors; the report also reviews technology shifts and notable service innovations relevant to Data Labeling and Annotation Outsourcing Service.
Key Companies & Market Share Insights
This section profiles leading service providers with 2021–2025 results and a 2026–2032 outlook—covering revenue, market share, price bands, service portfolio and client mix, regional and channel mix, and key developments (M&A, network expansion, certifications). It also provides global revenue, average price, and—where applicable—volume metrics by provider, and calculates CR5/CR10 and rank changes to support comparative benchmarking.
Data Labeling and Annotation Outsourcing Service Market by Company
Qualitas Global
Sheyon Technologies
Acclivis
LightTag
Tagtog Sp. z o.o
Clickworker GmbH
Lotus Quality Assurance
Trilldata Technologies Pvt. Ltd
Explosion AI
Alegion
Appen
CloudApp
Playment
Mighty AI
Labelbox
Amazon Mechanical Turk
Scale, Inc
CloudFactory
Figure Eight
Deep Systems
Cogito Tech
Data Labeling and Annotation Outsourcing Service Segment by Type
Text
Image/Video
Audio
Data Labeling and Annotation Outsourcing Service Segment by Application
IT
Automotive
Government
Healthcare
Financial Services
Retail
Others
Data Labeling and Annotation Outsourcing Service Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Spain
Russia
Netherlands
Nordic Countries
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Middle East & Africa
Saudi Arabia
Israel
United Arab Emirates
Turkey
Iran
Egypt
Key Drivers & Barriers
High-impact rendering factors and drivers have been studied in this report to aid the readers to understand the general development. Moreover, the report includes restraints and challenges that may act as stumbling blocks on the way of the players. This will assist the users to be attentive and make informed decisions related to business. Specialists have also laid their focus on the upcoming business prospects.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Data Labeling and Annotation Outsourcing Service market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of Data Labeling and Annotation Outsourcing Service and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market
5. This report helps stakeholders to gain insights into which regions to target globally
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Data Labeling and Annotation Outsourcing Service.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Research objectives, research methods, data sources, data cross-validation;
Chapter 2: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 3: Provides the analysis of various market segments product types, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 4: Provides the analysis of various market segments application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 5: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 6: Detailed analysis of Data Labeling and Annotation Outsourcing Service companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 7, 8, 9, 10, 11: North America, Europe, Asia Pacific, South America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 12: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including revenue, gross margin, product introduction, recent development, etc.
Chapter 13: The main points and conclusions of the report.
More report detail
Tables and figures
Scope & coverage.
Types
- Text
- Image/Video
- Audio
Applications
- IT
- Automotive
- Government
- Healthcare
- Financial Services
- Retail
- Others
Companies covered
- Qualitas Global
- Sheyon Technologies
- Acclivis
- LightTag
- Tagtog Sp. z o.o
- Clickworker GmbH
- Lotus Quality Assurance
- Trilldata Technologies Pvt. Ltd
- Explosion AI
- Alegion
- Appen
- CloudApp
- Playment
- Mighty AI
- Labelbox
- Amazon Mechanical Turk
- Scale, Inc
- CloudFactory
- Figure Eight
- Deep Systems
- Cogito Tech
Inside the report.
1 Preface
- 1.1 Scope of Report
- 1.2 Reasons for Doing This Study
- 1.3 Research Methodology
- 1.4 Research Process
- 1.5 Data Source
- 1.5.1 Secondary Sources
- 1.5.2 Primary Sources
2 Market Overview
- 2.1 Product Definition
- 2.2 Data Labeling and Annotation Outsourcing Service by Type
- 2.2.1 Market Value Comparison by Type (2021 VS 2025 VS 2032)
- 2.2.2 Text
- 2.2.3 Image/Video
- 2.2.4 Audio
- 2.3 Data Labeling and Annotation Outsourcing Service by Application
- 2.3.1 Market Value Comparison by Application (2021 VS 2025 VS 2032)
- 2.3.2 IT
- 2.3.3 Automotive
- 2.3.4 Government
- 2.3.5 Healthcare
- 2.3.6 Financial Services
- 2.3.7 Retail
- 2.3.8 Others
- 2.4 Assumptions and Limitations
3 Data Labeling and Annotation Outsourcing Service Breakdown Data by Type
- 3.1 Global Data Labeling and Annotation Outsourcing Service Historic Market Size by Type (2021-2026)
- 3.2 Global Data Labeling and Annotation Outsourcing Service Forecasted Market Size by Type (2027-2032)
4 Data Labeling and Annotation Outsourcing Service Breakdown Data by Application
- 4.1 Global Data Labeling and Annotation Outsourcing Service Historic Market Size by Application (2021-2026)
- 4.2 Global Data Labeling and Annotation Outsourcing Service Forecasted Market Size by Application (2027-2032)
5 Global Growth Trends
- 5.1 Global Data Labeling and Annotation Outsourcing Service Market Perspective (2021-2032)
- 5.2 Global Data Labeling and Annotation Outsourcing Service Growth Trends by Region
- 5.2.1 Global Data Labeling and Annotation Outsourcing Service Market Size by Region: 2021 VS 2025 VS 2032
- 5.2.2 Data Labeling and Annotation Outsourcing Service Historic Market Size by Region (2021-2026)
- 5.2.3 Data Labeling and Annotation Outsourcing Service Forecasted Market Size by Region (2027-2032)
- 5.3 Data Labeling and Annotation Outsourcing Service Market Dynamics
- 5.3.1 Data Labeling and Annotation Outsourcing Service Industry Trends
- 5.3.2 Data Labeling and Annotation Outsourcing Service Market Drivers
- 5.3.3 Data Labeling and Annotation Outsourcing Service Market Challenges
- 5.3.4 Data Labeling and Annotation Outsourcing Service Market Restraints
6 Market Competitive Landscape by Players
- 6.1 Global Top Data Labeling and Annotation Outsourcing Service Players by Revenue
- 6.1.1 Global Top Data Labeling and Annotation Outsourcing Service Players by Revenue (2021-2026)
- 6.1.2 Global Data Labeling and Annotation Outsourcing Service Revenue Market Share by Players (2021-2026)
- 6.2 Global Data Labeling and Annotation Outsourcing Service Industry Players Ranking, 2023 VS 2024 VS 2025
- 6.3 Global Key Players of Data Labeling and Annotation Outsourcing Service Head Office and Area Served
- 6.4 Global Data Labeling and Annotation Outsourcing Service Players, Product Type & Application
- 6.5 Global Data Labeling and Annotation Outsourcing Service Manufacturers Established Date
- 6.6 Global Data Labeling and Annotation Outsourcing Service Market CR5 and HHI
- 6.7 Global Players Mergers & Acquisition
7 North America
- 7.1 North America Data Labeling and Annotation Outsourcing Service Market Size (2021-2032)
- 7.2 North America Data Labeling and Annotation Outsourcing Service Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 7.3 North America Data Labeling and Annotation Outsourcing Service Market Size by Country (2021-2026)
- 7.4 North America Data Labeling and Annotation Outsourcing Service Market Size by Country (2027-2032)
- 7.5 United States
- 7.5 United States
- 7.6 Canada
- 7.7 Mexico
8 Europe
- 8.1 Europe Data Labeling and Annotation Outsourcing Service Market Size (2021-2032)
- 8.2 Europe Data Labeling and Annotation Outsourcing Service Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 8.3 Europe Data Labeling and Annotation Outsourcing Service Market Size by Country (2021-2026)
- 8.4 Europe Data Labeling and Annotation Outsourcing Service Market Size by Country (2027-2032)
- 8.5 Germany
- 8.6 France
- 8.7 U.K.
- 8.8 Italy
- 8.9 Spain
- 8.10 Russia
- 8.11 Netherlands
- 8.12 Nordic Countries
9 Asia-Pacific
- 9.1 Asia-Pacific Data Labeling and Annotation Outsourcing Service Market Size (2021-2032)
- 9.2 Asia-Pacific Data Labeling and Annotation Outsourcing Service Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 9.3 Asia-Pacific Data Labeling and Annotation Outsourcing Service Market Size by Country (2021-2026)
- 9.4 Asia-Pacific Data Labeling and Annotation Outsourcing Service Market Size by Country (2027-2032)
- 9.5 China
- 9.6 Japan
- 9.7 South Korea
- 9.8 India
- 9.9 Australia
- 9.10 China Taiwan
- 9.11 Southeast Asia
10 South America
- 10.1 South America Data Labeling and Annotation Outsourcing Service Market Size (2021-2032)
- 10.2 South America Data Labeling and Annotation Outsourcing Service Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 10.3 South America Data Labeling and Annotation Outsourcing Service Market Size by Country (2021-2026)
- 10.4 South America Data Labeling and Annotation Outsourcing Service Market Size by Country (2027-2032)
- 10.5 Brazil
- 10.6 Argentina
- 10.7 Chile
- 10.8 Colombia
- 10.9 Peru
11 Middle East & Africa
- 11.1 Middle East & Africa Data Labeling and Annotation Outsourcing Service Market Size (2021-2032)
- 11.2 Middle East & Africa Data Labeling and Annotation Outsourcing Service Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 11.3 Middle East & Africa Data Labeling and Annotation Outsourcing Service Market Size by Country (2021-2026)
- 11.4 Middle East & Africa Data Labeling and Annotation Outsourcing Service Market Size by Country (2027-2032)
- 11.5 Saudi Arabia
- 11.6 Israel
- 11.7 United Arab Emirates
- 11.8 Turkey
- 11.9 Iran
- 11.10 Egypt
12 Players Profiled
- 12.1 Qualitas Global
- 12.1.1 Qualitas Global Company Information
- 12.1.2 Qualitas Global Business Overview
- 12.1.3 Qualitas Global Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.1.4 Qualitas Global Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.1.5 Qualitas Global Recent Developments
- 12.2 Sheyon Technologies
- 12.2.1 Sheyon Technologies Company Information
- 12.2.2 Sheyon Technologies Business Overview
- 12.2.3 Sheyon Technologies Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.2.4 Sheyon Technologies Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.2.5 Sheyon Technologies Recent Developments
- 12.3 Acclivis
- 12.3.1 Acclivis Company Information
- 12.3.2 Acclivis Business Overview
- 12.3.3 Acclivis Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.3.4 Acclivis Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.3.5 Acclivis Recent Developments
- 12.4 LightTag
- 12.4.1 LightTag Company Information
- 12.4.2 LightTag Business Overview
- 12.4.3 LightTag Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.4.4 LightTag Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.4.5 LightTag Recent Developments
- 12.5 Google
- 12.5.1 Google Company Information
- 12.5.2 Google Business Overview
- 12.5.3 Google Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.5.4 Google Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.5.5 Google Recent Developments
- 12.6 Tagtog Sp. z o.o
- 12.6.1 Tagtog Sp. z o.o Company Information
- 12.6.2 Tagtog Sp. z o.o Business Overview
- 12.6.3 Tagtog Sp. z o.o Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.6.4 Tagtog Sp. z o.o Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.6.5 Tagtog Sp. z o.o Recent Developments
- 12.7 Clickworker GmbH
- 12.7.1 Clickworker GmbH Company Information
- 12.7.2 Clickworker GmbH Business Overview
- 12.7.3 Clickworker GmbH Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.7.4 Clickworker GmbH Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.7.5 Clickworker GmbH Recent Developments
- 12.8 Lotus Quality Assurance
- 12.8.1 Lotus Quality Assurance Company Information
- 12.8.2 Lotus Quality Assurance Business Overview
- 12.8.3 Lotus Quality Assurance Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.8.4 Lotus Quality Assurance Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.8.5 Lotus Quality Assurance Recent Developments
- 12.9 Trilldata Technologies Pvt. Ltd
- 12.9.1 Trilldata Technologies Pvt. Ltd Company Information
- 12.9.2 Trilldata Technologies Pvt. Ltd Business Overview
- 12.9.3 Trilldata Technologies Pvt. Ltd Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.9.4 Trilldata Technologies Pvt. Ltd Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.9.5 Trilldata Technologies Pvt. Ltd Recent Developments
- 12.10 Explosion AI
- 12.10.1 Explosion AI Company Information
- 12.10.2 Explosion AI Business Overview
- 12.10.3 Explosion AI Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.10.4 Explosion AI Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.10.5 Explosion AI Recent Developments
- 12.11 Alegion
- 12.11.1 Alegion Company Information
- 12.11.2 Alegion Business Overview
- 12.11.3 Alegion Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.11.4 Alegion Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.11.5 Alegion Recent Developments
- 12.12 Appen
- 12.12.1 Appen Company Information
- 12.12.2 Appen Business Overview
- 12.12.3 Appen Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.12.4 Appen Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.12.5 Appen Recent Developments
- 12.13 CloudApp
- 12.13.1 CloudApp Company Information
- 12.13.2 CloudApp Business Overview
- 12.13.3 CloudApp Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.13.4 CloudApp Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.13.5 CloudApp Recent Developments
- 12.14 Playment
- 12.14.1 Playment Company Information
- 12.14.2 Playment Business Overview
- 12.14.3 Playment Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.14.4 Playment Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.14.5 Playment Recent Developments
- 12.15 Mighty AI
- 12.15.1 Mighty AI Company Information
- 12.15.2 Mighty AI Business Overview
- 12.15.3 Mighty AI Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.15.4 Mighty AI Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.15.5 Mighty AI Recent Developments
- 12.16 Labelbox
- 12.16.1 Labelbox Company Information
- 12.16.2 Labelbox Business Overview
- 12.16.3 Labelbox Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.16.4 Labelbox Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.16.5 Labelbox Recent Developments
- 12.17 Amazon Mechanical Turk
- 12.17.1 Amazon Mechanical Turk Company Information
- 12.17.2 Amazon Mechanical Turk Business Overview
- 12.17.3 Amazon Mechanical Turk Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.17.4 Amazon Mechanical Turk Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.17.5 Amazon Mechanical Turk Recent Developments
- 12.18 Scale, Inc
- 12.18.1 Scale, Inc Company Information
- 12.18.2 Scale, Inc Business Overview
- 12.18.3 Scale, Inc Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.18.4 Scale, Inc Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.18.5 Scale, Inc Recent Developments
- 12.19 CloudFactory
- 12.19.1 CloudFactory Company Information
- 12.19.2 CloudFactory Business Overview
- 12.19.3 CloudFactory Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.19.4 CloudFactory Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.19.5 CloudFactory Recent Developments
- 12.20 Figure Eight
- 12.20.1 Figure Eight Company Information
- 12.20.2 Figure Eight Business Overview
- 12.20.3 Figure Eight Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.20.4 Figure Eight Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.20.5 Figure Eight Recent Developments
- 12.21 Deep Systems
- 12.21.1 Deep Systems Company Information
- 12.21.2 Deep Systems Business Overview
- 12.21.3 Deep Systems Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.21.4 Deep Systems Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.21.5 Deep Systems Recent Developments
- 12.22 Cogito Tech
- 12.22.1 Cogito Tech Company Information
- 12.22.2 Cogito Tech Business Overview
- 12.22.3 Cogito Tech Revenue in Data Labeling and Annotation Outsourcing Service Business (2021-2026)
- 12.22.4 Cogito Tech Data Labeling and Annotation Outsourcing Service Product Portfolio
- 12.22.5 Cogito Tech Recent Developments
13 Report Conclusion
14 Disclaimer
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