Selected research
Industry Research
AI Data Collection Services Industry Research Report 2026
Market perspective
The global AI Data Collection Services 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 AI Data Collection Services market is projected to increase from US$ million in 2026 to US$ million by 2032, reflecting a CAGR of % over 2026–2032. Europe: the AI Data Collection Services 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 AI Data Collection Services 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 AI Data Collection Services include Appen, Scale AI, iMerit, TELUS Intl, Sama, Shaip, Cogito Tech, Centific and Snorkel AI, 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 AI Data Collection Services 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 AI Data Collection Services.
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.
AI Data Collection Services Market by Company
Appen
Scale AI
iMerit
TELUS Intl
Sama
Shaip
Cogito Tech
Centific
Snorkel AI
Twine AI
Aya Data
Roboflow
Lionbridge
Aishell Tech
HuiZhou Intelligence Technology Group
AI Data Collection Services Segment by Type
Image and Video Data Collection Services
Voice and Audio Data Collection Services
Natural Language Text Data Collection Services
Sensor Signal Data Collection Services
Others
AI Data Collection Services Segment by Application
Autonomous Driving
Smart Security
Smart Healthcare
Retail
Industrial Quality Inspection
Others
AI Data Collection Services 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 AI Data Collection Services 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 AI Data Collection Services 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 AI Data Collection Services.
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 AI Data Collection Services 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
- Image and Video Data Collection Services
- Voice and Audio Data Collection Services
- Natural Language Text Data Collection Services
- Sensor Signal Data Collection Services
- Others
Applications
- Autonomous Driving
- Smart Security
- Smart Healthcare
- Retail
- Industrial Quality Inspection
- Others
Companies covered
- Appen
- Scale AI
- iMerit
- TELUS Intl
- Sama
- Shaip
- Cogito Tech
- Centific
- Snorkel AI
- Twine AI
- Aya Data
- Roboflow
- Lionbridge
- Aishell Tech
- HuiZhou Intelligence Technology Group
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 AI Data Collection Services by Type
- 2.2.1 Market Value Comparison by Type (2021 VS 2025 VS 2032)
- 2.2.2 Image and Video Data Collection Services
- 2.2.3 Voice and Audio Data Collection Services
- 2.2.4 Natural Language Text Data Collection Services
- 2.2.5 Sensor Signal Data Collection Services
- 2.2.6 Others
- 2.3 AI Data Collection Services by Application
- 2.3.1 Market Value Comparison by Application (2021 VS 2025 VS 2032)
- 2.3.2 Autonomous Driving
- 2.3.3 Smart Security
- 2.3.4 Smart Healthcare
- 2.3.5 Retail
- 2.3.6 Industrial Quality Inspection
- 2.3.7 Others
- 2.4 Assumptions and Limitations
3 AI Data Collection Services Breakdown Data by Type
- 3.1 Global AI Data Collection Services Historic Market Size by Type (2021-2026)
- 3.2 Global AI Data Collection Services Forecasted Market Size by Type (2027-2032)
4 AI Data Collection Services Breakdown Data by Application
- 4.1 Global AI Data Collection Services Historic Market Size by Application (2021-2026)
- 4.2 Global AI Data Collection Services Forecasted Market Size by Application (2027-2032)
5 Global Growth Trends
- 5.1 Global AI Data Collection Services Market Perspective (2021-2032)
- 5.2 Global AI Data Collection Services Growth Trends by Region
- 5.2.1 Global AI Data Collection Services Market Size by Region: 2021 VS 2025 VS 2032
- 5.2.2 AI Data Collection Services Historic Market Size by Region (2021-2026)
- 5.2.3 AI Data Collection Services Forecasted Market Size by Region (2027-2032)
- 5.3 AI Data Collection Services Market Dynamics
- 5.3.1 AI Data Collection Services Industry Trends
- 5.3.2 AI Data Collection Services Market Drivers
- 5.3.3 AI Data Collection Services Market Challenges
- 5.3.4 AI Data Collection Services Market Restraints
6 Market Competitive Landscape by Players
- 6.1 Global Top AI Data Collection Services Players by Revenue
- 6.1.1 Global Top AI Data Collection Services Players by Revenue (2021-2026)
- 6.1.2 Global AI Data Collection Services Revenue Market Share by Players (2021-2026)
- 6.2 Global AI Data Collection Services Industry Players Ranking, 2023 VS 2024 VS 2025
- 6.3 Global Key Players of AI Data Collection Services Head Office and Area Served
- 6.4 Global AI Data Collection Services Players, Product Type & Application
- 6.5 Global AI Data Collection Services Manufacturers Established Date
- 6.6 Global AI Data Collection Services Market CR5 and HHI
- 6.7 Global Players Mergers & Acquisition
7 North America
- 7.1 North America AI Data Collection Services Market Size (2021-2032)
- 7.2 North America AI Data Collection Services Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 7.3 North America AI Data Collection Services Market Size by Country (2021-2026)
- 7.4 North America AI Data Collection Services 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 AI Data Collection Services Market Size (2021-2032)
- 8.2 Europe AI Data Collection Services Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 8.3 Europe AI Data Collection Services Market Size by Country (2021-2026)
- 8.4 Europe AI Data Collection Services 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 AI Data Collection Services Market Size (2021-2032)
- 9.2 Asia-Pacific AI Data Collection Services Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 9.3 Asia-Pacific AI Data Collection Services Market Size by Country (2021-2026)
- 9.4 Asia-Pacific AI Data Collection Services 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 AI Data Collection Services Market Size (2021-2032)
- 10.2 South America AI Data Collection Services Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 10.3 South America AI Data Collection Services Market Size by Country (2021-2026)
- 10.4 South America AI Data Collection Services 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 AI Data Collection Services Market Size (2021-2032)
- 11.2 Middle East & Africa AI Data Collection Services Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 11.3 Middle East & Africa AI Data Collection Services Market Size by Country (2021-2026)
- 11.4 Middle East & Africa AI Data Collection Services 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 Appen
- 12.1.1 Appen Company Information
- 12.1.2 Appen Business Overview
- 12.1.3 Appen Revenue in AI Data Collection Services Business (2021-2026)
- 12.1.4 Appen AI Data Collection Services Product Portfolio
- 12.1.5 Appen Recent Developments
- 12.2 Scale AI
- 12.2.1 Scale AI Company Information
- 12.2.2 Scale AI Business Overview
- 12.2.3 Scale AI Revenue in AI Data Collection Services Business (2021-2026)
- 12.2.4 Scale AI AI Data Collection Services Product Portfolio
- 12.2.5 Scale AI Recent Developments
- 12.3 iMerit
- 12.3.1 iMerit Company Information
- 12.3.2 iMerit Business Overview
- 12.3.3 iMerit Revenue in AI Data Collection Services Business (2021-2026)
- 12.3.4 iMerit AI Data Collection Services Product Portfolio
- 12.3.5 iMerit Recent Developments
- 12.4 TELUS Intl
- 12.4.1 TELUS Intl Company Information
- 12.4.2 TELUS Intl Business Overview
- 12.4.3 TELUS Intl Revenue in AI Data Collection Services Business (2021-2026)
- 12.4.4 TELUS Intl AI Data Collection Services Product Portfolio
- 12.4.5 TELUS Intl Recent Developments
- 12.5 Sama
- 12.5.1 Sama Company Information
- 12.5.2 Sama Business Overview
- 12.5.3 Sama Revenue in AI Data Collection Services Business (2021-2026)
- 12.5.4 Sama AI Data Collection Services Product Portfolio
- 12.5.5 Sama Recent Developments
- 12.6 Shaip
- 12.6.1 Shaip Company Information
- 12.6.2 Shaip Business Overview
- 12.6.3 Shaip Revenue in AI Data Collection Services Business (2021-2026)
- 12.6.4 Shaip AI Data Collection Services Product Portfolio
- 12.6.5 Shaip Recent Developments
- 12.7 Cogito Tech
- 12.7.1 Cogito Tech Company Information
- 12.7.2 Cogito Tech Business Overview
- 12.7.3 Cogito Tech Revenue in AI Data Collection Services Business (2021-2026)
- 12.7.4 Cogito Tech AI Data Collection Services Product Portfolio
- 12.7.5 Cogito Tech Recent Developments
- 12.8 Centific
- 12.8.1 Centific Company Information
- 12.8.2 Centific Business Overview
- 12.8.3 Centific Revenue in AI Data Collection Services Business (2021-2026)
- 12.8.4 Centific AI Data Collection Services Product Portfolio
- 12.8.5 Centific Recent Developments
- 12.9 Snorkel AI
- 12.9.1 Snorkel AI Company Information
- 12.9.2 Snorkel AI Business Overview
- 12.9.3 Snorkel AI Revenue in AI Data Collection Services Business (2021-2026)
- 12.9.4 Snorkel AI AI Data Collection Services Product Portfolio
- 12.9.5 Snorkel AI Recent Developments
- 12.10 Twine AI
- 12.10.1 Twine AI Company Information
- 12.10.2 Twine AI Business Overview
- 12.10.3 Twine AI Revenue in AI Data Collection Services Business (2021-2026)
- 12.10.4 Twine AI AI Data Collection Services Product Portfolio
- 12.10.5 Twine AI Recent Developments
- 12.11 Aya Data
- 12.11.1 Aya Data Company Information
- 12.11.2 Aya Data Business Overview
- 12.11.3 Aya Data Revenue in AI Data Collection Services Business (2021-2026)
- 12.11.4 Aya Data AI Data Collection Services Product Portfolio
- 12.11.5 Aya Data Recent Developments
- 12.12 Roboflow
- 12.12.1 Roboflow Company Information
- 12.12.2 Roboflow Business Overview
- 12.12.3 Roboflow Revenue in AI Data Collection Services Business (2021-2026)
- 12.12.4 Roboflow AI Data Collection Services Product Portfolio
- 12.12.5 Roboflow Recent Developments
- 12.13 Lionbridge
- 12.13.1 Lionbridge Company Information
- 12.13.2 Lionbridge Business Overview
- 12.13.3 Lionbridge Revenue in AI Data Collection Services Business (2021-2026)
- 12.13.4 Lionbridge AI Data Collection Services Product Portfolio
- 12.13.5 Lionbridge Recent Developments
- 12.14 Aishell Tech
- 12.14.1 Aishell Tech Company Information
- 12.14.2 Aishell Tech Business Overview
- 12.14.3 Aishell Tech Revenue in AI Data Collection Services Business (2021-2026)
- 12.14.4 Aishell Tech AI Data Collection Services Product Portfolio
- 12.14.5 Aishell Tech Recent Developments
- 12.15 HuiZhou Intelligence Technology Group
- 12.15.1 HuiZhou Intelligence Technology Group Company Information
- 12.15.2 HuiZhou Intelligence Technology Group Business Overview
- 12.15.3 HuiZhou Intelligence Technology Group Revenue in AI Data Collection Services Business (2021-2026)
- 12.15.4 HuiZhou Intelligence Technology Group AI Data Collection Services Product Portfolio
- 12.15.5 HuiZhou Intelligence Technology Group Recent Developments
13 Report Conclusion
14 Disclaimer
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