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AI Data Collection Services

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Market Outlook & Growth Opportunities

Global AI Data Collection Services Market Outlook and Growth Opportunities 2026

4 June 2026199 pages

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Industry ResearchAI Data Collection Services Industry Research Report 2026131 pages · $2,950 USDIndustry Growth & TrendsGlobal AI Data Collection Services Industry Growth and Trends Forecast to 2032114 pages · $3,450 USDMarket StructureGlobal AI Data Collection Services Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032198 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal AI Data Collection Services Market Outlook and Growth Opportunities 2026199 pages · $4,250 USDMarket Analysis & ForecastGlobal AI Data Collection Services Market Analysis and Forecast 2026-2032185 pages · $4,950 USD

Market perspective

The global AI Data Collection Services market was valued at US$ million in 2026 and is projected to reach US$ million by 2032, implying a compound annual growth rate (CAGR) of % over 2026-2032.

The North America market for AI Data Collection Services is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

The Europe market for AI Data Collection Services is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Read the full market overview

The Asia Pacific market for AI Data Collection Services is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

In China, the AI Data Collection Services market is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Major global companies in the AI Data Collection Services market 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 market revenue.

This report provides an overview of the global AI Data Collection Services market in terms of revenue and gross margin, analyzing global market trends using historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.

The study covers key producers of AI Data Collection Services and market revenue by major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.

The report also presents AI Data Collection Services revenue, market share, and industry ranking for the main companies for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.

Across the 2021-2026 period, the analysis compares revenue growth and profitability profiles by company, distinguishing participants with sustained expansion from those with more cyclical performance, and relates these patterns to differences in regional exposure, product portfolios, and application focus in the global AI Data Collection Services market.

AI Data Collection Services Segment 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

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Study Objectives

1. To analyze and research the global AI Data Collection Services status and future forecast, involving, revenue, growth rate (CAGR), market share, historical and forecast.

2. To present the AI Data Collection Services key companies, revenue, market share, and recent developments.

3. To split the AI Data Collection Services breakdown data by regions, type, companies, and application.

4. To analyze the global and key regions AI Data Collection Services market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify AI Data Collection Services significant trends, drivers, influence factors in global and regions.

6. To analyze AI Data Collection Services competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.

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 sales 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: Introduces the report scope of the report, global total market size.

Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global AI Data Collection Services industry.

Chapter 3: Detailed analysis of AI Data Collection Services company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 5: Provides the analysis of various market segments by 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 6: Sales value of AI Data Collection Services in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of key country in the world.

Chapter 7: Sales value of AI Data Collection Services in country level. It provides sigmate data by type, and by application for each country/region.

Chapter 8: 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 9: Concluding Insights.

More report detail

Tables and figures
List of Tables Table 1. AI Data Collection Services Industry Trends Table 2. AI Data Collection Services Industry Drivers Table 3. AI Data Collection Services Industry Opportunities and Challenges Table 4. AI Data Collection Services Industry Restraints Table 5. Global AI Data Collection Services Revenue by Company (US$ Million) & (2021-2026) Table 6. Global AI Data Collection Services Revenue Share by Company (2021-2026) Table 7. Global AI Data Collection Services Company Ranking, (2024-2026) & (US$ Million) Table 8. Global AI Data Collection Services Key Company Manufacturing Base & Headquarters Table 9. Global AI Data Collection Services Company, Product Type & Application Table 10. Global AI Data Collection Services Company Establishment Date Table 11. Global Company Market Concentration Ratio (CR5 and HHI) Table 12. Global AI Data Collection Services by Company Type (Tier 1, Tier 2, and Tier 3) & (Based on Revenue of 2025) Table 13. Mergers & Acquisitions, Expansion Table 14. Significant Companies of Image and Video Data Collection Services Table 15. Significant Companies of Voice and Audio Data Collection Services Table 16. Significant Companies of Natural Language Text Data Collection Services Table 17. Significant Companies of Sensor Signal Data Collection Services Table 18. Significant Companies of Others Table 19. Global AI Data Collection Services Sales Value by Type 2021 VS 2025 VS 2032 (US$ Million) Table 20. Global AI Data Collection Services Sales Value by Type (2021-2026) & (US$ Million) Table 21. Global AI Data Collection Services Sales Value by Type (2027-2032) & (US$ Million) Table 22. Global AI Data Collection Services Sales Value Share by Type (2021-2026) Table 23. Global AI Data Collection Services Sales Value Share by Type (2027-2032) Table 24. Significant Companies of Autonomous Driving Table 25. Significant Companies of Smart Security Table 26. Significant Companies of Smart Healthcare Table 27. Significant Companies of Retail Table 28. Significant Companies of Industrial Quality Inspection Table 29. Significant Companies of Others Table 30. Global AI Data Collection Services Sales Value by Application 2021 VS 2025 VS 2032 (US$ Million) Table 31. Global AI Data Collection Services Sales Value by Application (2021-2026) & (US$ Million) Table 32. Global AI Data Collection Services Sales Value by Application (2027-2032) & (US$ Million) Table 33. Global AI Data Collection Services Sales Value Share by Application (2021-2026) Table 34. Global AI Data Collection Services Sales Value Share by Application (2027-2032) Table 35. Global AI Data Collection Services Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Table 36. Global AI Data Collection Services Sales Value by Region (2021-2026) & (US$ Million) Table 37. Global AI Data Collection Services Sales Value Share by Region (2021-2026) Table 38. Global AI Data Collection Services Sales Value by Region (2027-2032) & (US$ Million) Table 39. Global AI Data Collection Services Sales Value Share by Region (2027-2032) Table 40. Global AI Data Collection Services Sales Value by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 41. Global AI Data Collection Services Sales Value by Country (2021-2026) & (US$ Million) Table 42. Global AI Data Collection Services Sales Value Market Share by Country (2021-2026) Table 43. Global AI Data Collection Services Sales Value by Country (2027-2032) & (US$ Million) Table 44. Global AI Data Collection Services Sales Value Market Share by Country (2027-2032) Table 45. Appen Company Information Table 46. Appen Business Overview Table 47. Appen AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 48. Appen AI Data Collection Services Product Portfolio Table 49. Appen Recent Development Table 50. Scale AI Company Information Table 51. Scale AI Business Overview Table 52. Scale AI AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 53. Scale AI AI Data Collection Services Product Portfolio Table 54. Scale AI Recent Development Table 55. iMerit Company Information Table 56. iMerit Business Overview Table 57. iMerit AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 58. iMerit AI Data Collection Services Product Portfolio Table 59. iMerit Recent Development Table 60. TELUS Intl Company Information Table 61. TELUS Intl Business Overview Table 62. TELUS Intl AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 63. TELUS Intl AI Data Collection Services Product Portfolio Table 64. TELUS Intl Recent Development Table 65. Sama Company Information Table 66. Sama Business Overview Table 67. Sama AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 68. Sama AI Data Collection Services Product Portfolio Table 69. Sama Recent Development Table 70. Shaip Company Information Table 71. Shaip Business Overview Table 72. Shaip AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 73. Shaip AI Data Collection Services Product Portfolio Table 74. Shaip Recent Development Table 75. Cogito Tech Company Information Table 76. Cogito Tech Business Overview Table 77. Cogito Tech AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 78. Cogito Tech AI Data Collection Services Product Portfolio Table 79. Cogito Tech Recent Development Table 80. Centific Company Information Table 81. Centific Business Overview Table 82. Centific AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 83. Centific AI Data Collection Services Product Portfolio Table 84. Centific Recent Development Table 85. Snorkel AI Company Information Table 86. Snorkel AI Business Overview Table 87. Snorkel AI AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 88. Snorkel AI AI Data Collection Services Product Portfolio Table 89. Snorkel AI Recent Development Table 90. Twine AI Company Information Table 91. Twine AI Business Overview Table 92. Twine AI AI Data Collection Services Revenue (US$ Million) and Gross Margin (2021-2026) Table 93. Twine AI AI Data Collection Services Product Portfolio Table 94. Twine AI Recent Development Table 95. Aya Data Company Information Table 96. Aya Data Business Overview Table 97. Aya Data AI Data Collection Services Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 98. Aya Data AI Data Collection Services Product Portfolio Table 99. Aya Data Recent Development Table 100. Roboflow Company Information Table 101. Roboflow Business Overview Table 102. Roboflow AI Data Collection Services Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 103. Roboflow AI Data Collection Services Product Portfolio Table 104. Roboflow Recent Development Table 105. Lionbridge Company Information Table 106. Lionbridge Business Overview Table 107. Lionbridge AI Data Collection Services Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 108. Lionbridge AI Data Collection Services Product Portfolio Table 109. Lionbridge Recent Development Table 110. Aishell Tech Company Information Table 111. Aishell Tech Business Overview Table 112. Aishell Tech AI Data Collection Services Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 113. Aishell Tech AI Data Collection Services Product Portfolio Table 114. Aishell Tech Recent Development Table 115. HuiZhou Intelligence Technology Group Company Information Table 116. HuiZhou Intelligence Technology Group Business Overview Table 117. HuiZhou Intelligence Technology Group AI Data Collection Services Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 118. HuiZhou Intelligence Technology Group AI Data Collection Services Product Portfolio Table 119. HuiZhou Intelligence Technology Group Recent Development Table 120. Research Programs/Design for This Report Table 121. Authors List of This Report Table 122. Secondary Sources Table 123. Primary Sources List of Figures Figure 1. AI Data Collection Services Product Image Figure 2. Global AI Data Collection Services Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 3. Global AI Data Collection Services Market Size (2021-2032) & (US$ Million) Figure 4. Global AI Data Collection Services Company Revenue Ranking in 2025 (US$ Million) Figure 5. Global Top 5 and 10 Company Market Share by Revenue in 2025 (US$ Million) Figure 6. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 7. Image and Video Data Collection Services Image Figure 8. Voice and Audio Data Collection Services Image Figure 9. Natural Language Text Data Collection Services Image Figure 10. Sensor Signal Data Collection Services Image Figure 11. Others Image Figure 12. Global AI Data Collection Services Sales Value by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 13. Global AI Data Collection Services Sales Value Share 2021 VS 2025 VS 2032 Figure 14. Global AI Data Collection Services Sales Value Share by Type (2021-2032) Figure 15. Autonomous Driving Image Figure 16. Smart Security Image Figure 17. Smart Healthcare Image Figure 18. Retail Image Figure 19. Industrial Quality Inspection Image Figure 20. Others Image Figure 21. Global AI Data Collection Services Sales Value by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 22. Global AI Data Collection Services Sales Value Share 2021 VS 2025 VS 2032 Figure 23. Global AI Data Collection Services Sales Value Share by Application (2021-2032) Figure 24. Global AI Data Collection Services Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Figure 25. Global AI Data Collection Services Sales Value Share by Region: 2021 VS 2025 VS 2032 Figure 26. North America AI Data Collection Services Sales Value (2021-2032) & (US$ Million) Figure 27. North America AI Data Collection Services Sales Value Share by Country (%), 2025 VS 2032 Figure 28. Europe AI Data Collection Services Sales Value (2021-2032) & (US$ Million) Figure 29. Europe AI Data Collection Services Sales Value Share by Country (%), 2025 VS 2032 Figure 30. Asia-Pacific AI Data Collection Services Sales Value (2021-2032) & (US$ Million) Figure 31. Asia-Pacific AI Data Collection Services Sales Value Share by Country (%), 2025 VS 2032 Figure 32. South America AI Data Collection Services Sales Value (2021-2032) & (US$ Million) Figure 33. South America AI Data Collection Services Sales Value Share by Country (%), 2025 VS 2032 Figure 34. Middle East & Africa AI Data Collection Services Sales Value (2021-2032) & (US$ Million) Figure 35. Middle East & Africa AI Data Collection Services Sales Value Share by Country (%), 2025 VS 2032 Figure 36. USA AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 37. USA AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 38. USA AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 39. Canada AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 40. Canada AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 41. Canada AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 42. Mexico AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 43. Mexico AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 44. Mexico AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 45. Germany AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 46. Germany AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 47. Germany AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 48. France AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 49. France AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 50. France AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 51. U.K. AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 52. U.K. AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 53. U.K. AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 54. Italy AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 55. Italy AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 56. Italy AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 57. Spain AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 58. Spain AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 59. Spain AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 60. Russia AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 61. Russia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 62. Russia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 63. Netherlands AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 64. Netherlands AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 65. Netherlands AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 66. Nordic Countries AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 67. Nordic Countries AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 68. Nordic Countries AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 69. China AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 70. China AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 71. China AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 72. Japan AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 73. Japan AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 74. Japan AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 75. South Korea AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 76. South Korea AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 77. South Korea AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 78. India AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 79. India AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 80. India AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 81. Australia AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 82. Australia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 83. Australia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 84. Southeast Asia AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 85. Southeast Asia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 86. Southeast Asia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 87. Brazil AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 88. Brazil AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 89. Brazil AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 90. Argentina AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 91. Argentina AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 92. Argentina AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 93. Chile AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 94. Chile AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 95. Chile AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 96. Colombia AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 97. Colombia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 98. Colombia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 99. Peru AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 100. Peru AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 101. Peru AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 102. Saudi Arabia AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 103. Saudi Arabia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 104. Saudi Arabia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 105. Israel AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 106. Israel AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 107. Israel AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 108. UAE AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 109. UAE AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 110. UAE AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 111. Turkey AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 112. Turkey AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 113. Turkey AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 114. Iran AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 115. Iran AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 116. Iran AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 117. Egypt AI Data Collection Services Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 118. Egypt AI Data Collection Services Sales Value Share by Type, 2025 VS 2032 & (%) Figure 119. Egypt AI Data Collection Services Sales Value Share by Application, 2025 VS 2032 & (%) Figure 120. Years Considered Figure 121. Research Process Figure 122. Key Executives Interviewed

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 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Global AI Data Collection Services Market Size, 2021 VS 2025 VS 2032
  3. 1.3 Global AI Data Collection Services Market Size (2021-2032)
  4. 1.4 Assumptions and Limitations
  5. 1.5 Study Goals and Objectives
2 AI Data Collection Services Market Dynamics
  1. 2.1 AI Data Collection Services Industry Trends
  2. 2.2 AI Data Collection Services Industry Drivers
  3. 2.3 AI Data Collection Services Industry Opportunities and Challenges
  4. 2.4 AI Data Collection Services Industry Restraints
3 AI Data Collection Services Market by Company
  1. 3.1 Global AI Data Collection Services Company Revenue Ranking in 2025
  2. 3.2 Global AI Data Collection Services Revenue by Company (2021-2026)
  3. 3.3 Global AI Data Collection Services Company Ranking (2024-2026)
  4. 3.4 Global AI Data Collection Services Company Manufacturing Base and Headquarters
  5. 3.5 Global AI Data Collection Services Company Product Type and Application
  6. 3.6 Global AI Data Collection Services Company Establishment Date
  7. 3.7 Market Competitive Analysis
  8. 3.7.1 Global AI Data Collection Services Market Concentration Ratio (CR5 and HHI)
  9. 3.7.2 Global Top 5 and 10 Company Market Share by Revenue in 2025
  10. 3.7.3 2025 AI Data Collection Services Tier 1, Tier 2, and Tier 3 Companies
  11. 3.8 Mergers and Acquisitions Expansion
4 AI Data Collection Services Market by Type
  1. 4.1 AI Data Collection Services Type Introduction
  2. 4.1.1 Image and Video Data Collection Services
  3. 4.1.2 Voice and Audio Data Collection Services
  4. 4.1.3 Natural Language Text Data Collection Services
  5. 4.1.4 Sensor Signal Data Collection Services
  6. 4.1.5 Others
  7. 4.2 Global AI Data Collection Services Sales Value by Type
  8. 4.2.1 Global AI Data Collection Services Sales Value by Type (2021 VS 2025 VS 2032)
  9. 4.2.2 Global AI Data Collection Services Sales Value by Type (2021-2032)
  10. 4.2.3 Global AI Data Collection Services Sales Value Share by Type (2021-2032)
5 AI Data Collection Services Market by Application
  1. 5.1 AI Data Collection Services Application Introduction
  2. 5.1.1 Autonomous Driving
  3. 5.1.2 Smart Security
  4. 5.1.3 Smart Healthcare
  5. 5.1.4 Retail
  6. 5.1.5 Industrial Quality Inspection
  7. 5.1.6 Others
  8. 5.2 Global AI Data Collection Services Sales Value by Application
  9. 5.2.1 Global AI Data Collection Services Sales Value by Application (2021 VS 2025 VS 2032)
  10. 5.2.2 Global AI Data Collection Services Sales Value by Application (2021-2032)
  11. 5.2.3 Global AI Data Collection Services Sales Value Share by Application (2021-2032)
6 AI Data Collection Services Regional Value Analysis
  1. 6.1 Global AI Data Collection Services Sales Value by Region: 2021 VS 2025 VS 2032
  2. 6.2 Global AI Data Collection Services Sales Value by Region (2021-2032)
  3. 6.2.1 Global AI Data Collection Services Sales Value by Region: 2021-2026
  4. 6.2.2 Global AI Data Collection Services Sales Value by Region (2027-2032)
  5. 6.3 North America
  6. 6.3.1 North America AI Data Collection Services Sales Value (2021-2032)
  7. 6.3.2 North America AI Data Collection Services Sales Value Share by Country, 2025 VS 2032
  8. 6.4 Europe
  9. 6.4.1 Europe AI Data Collection Services Sales Value (2021-2032)
  10. 6.4.2 Europe AI Data Collection Services Sales Value Share by Country, 2025 VS 2032
  11. 6.5 Asia-Pacific
  12. 6.5.1 Asia-Pacific AI Data Collection Services Sales Value (2021-2032)
  13. 6.5.2 Asia-Pacific AI Data Collection Services Sales Value Share by Country, 2025 VS 2032
  14. 6.6 South America
  15. 6.6.1 South America AI Data Collection Services Sales Value (2021-2032)
  16. 6.6.2 South America AI Data Collection Services Sales Value Share by Country, 2025 VS 2032
  17. 6.7 Middle East & Africa
  18. 6.7.1 Middle East & Africa AI Data Collection Services Sales Value (2021-2032)
  19. 6.7.2 Middle East & Africa AI Data Collection Services Sales Value Share by Country, 2025 VS 2032
7 AI Data Collection Services Country-level Value Analysis
  1. 7.1 Global AI Data Collection Services Sales Value by Country: 2021 VS 2025 VS 2032
  2. 7.2 Global AI Data Collection Services Sales Value by Country (2021-2032)
  3. 7.2.1 Global AI Data Collection Services Sales Value by Country (2021-2026)
  4. 7.2.2 Global AI Data Collection Services Sales Value by Country (2027-2032)
  5. 7.3 USA
  6. 7.3.1 USA AI Data Collection Services Sales Value Growth Rate (2021-2032)
  7. 7.3.2 USA AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  8. 7.3.3 USA AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  9. 7.4 Canada
  10. 7.4.1 Canada AI Data Collection Services Sales Value Growth Rate (2021-2032)
  11. 7.4.2 Canada AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  12. 7.4.3 Canada AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  13. 7.5 Mexico
  14. 7.5.1 Mexico AI Data Collection Services Sales Value Growth Rate (2021-2032)
  15. 7.5.2 Mexico AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  16. 7.5.3 Mexico AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  17. 7.6 Germany
  18. 7.6.1 Germany AI Data Collection Services Sales Value Growth Rate (2021-2032)
  19. 7.6.2 Germany AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  20. 7.6.3 Germany AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  21. 7.7 France
  22. 7.7.1 France AI Data Collection Services Sales Value Growth Rate (2021-2032)
  23. 7.7.2 France AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  24. 7.7.3 France AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  25. 7.8 U.K.
  26. 7.8.1 U.K. AI Data Collection Services Sales Value Growth Rate (2021-2032)
  27. 7.8.2 U.K. AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  28. 7.8.3 U.K. AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  29. 7.9 Italy
  30. 7.9.1 Italy AI Data Collection Services Sales Value Growth Rate (2021-2032)
  31. 7.9.2 Italy AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  32. 7.9.3 Italy AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  33. 7.10 Spain
  34. 7.10.1 Spain AI Data Collection Services Sales Value Growth Rate (2021-2032)
  35. 7.10.2 Spain AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  36. 7.10.3 Spain AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  37. 7.11 Russia
  38. 7.11.1 Russia AI Data Collection Services Sales Value Growth Rate (2021-2032)
  39. 7.11.2 Russia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  40. 7.11.3 Russia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  41. 7.12 Netherlands
  42. 7.12.1 Netherlands AI Data Collection Services Sales Value Growth Rate (2021-2032)
  43. 7.12.2 Netherlands AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  44. 7.12.3 Netherlands AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  45. 7.13 Nordic Countries
  46. 7.13.1 Nordic Countries AI Data Collection Services Sales Value Growth Rate (2021-2032)
  47. 7.13.2 Nordic Countries AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  48. 7.13.3 Nordic Countries AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  49. 7.14 China
  50. 7.14.1 China AI Data Collection Services Sales Value Growth Rate (2021-2032)
  51. 7.14.2 China AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  52. 7.14.3 China AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  53. 7.15 Japan
  54. 7.15.1 Japan AI Data Collection Services Sales Value Growth Rate (2021-2032)
  55. 7.15.2 Japan AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  56. 7.15.3 Japan AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  57. 7.16 South Korea
  58. 7.16.1 South Korea AI Data Collection Services Sales Value Growth Rate (2021-2032)
  59. 7.16.2 South Korea AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  60. 7.16.3 South Korea AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  61. 7.17 India
  62. 7.17.1 India AI Data Collection Services Sales Value Growth Rate (2021-2032)
  63. 7.17.2 India AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  64. 7.17.3 India AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  65. 7.18 Australia
  66. 7.18.1 Australia AI Data Collection Services Sales Value Growth Rate (2021-2032)
  67. 7.18.2 Australia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  68. 7.18.3 Australia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  69. 7.19 Southeast Asia
  70. 7.19.1 Southeast Asia AI Data Collection Services Sales Value Growth Rate (2021-2032)
  71. 7.19.2 Southeast Asia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  72. 7.19.3 Southeast Asia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  73. 7.20 Brazil
  74. 7.20.1 Brazil AI Data Collection Services Sales Value Growth Rate (2021-2032)
  75. 7.20.2 Brazil AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  76. 7.20.3 Brazil AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  77. 7.21 Argentina
  78. 7.21.1 Argentina AI Data Collection Services Sales Value Growth Rate (2021-2032)
  79. 7.21.2 Argentina AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  80. 7.21.3 Argentina AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  81. 7.22 Chile
  82. 7.22.1 Chile AI Data Collection Services Sales Value Growth Rate (2021-2032)
  83. 7.22.2 Chile AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  84. 7.22.3 Chile AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  85. 7.23 Colombia
  86. 7.23.1 Colombia AI Data Collection Services Sales Value Growth Rate (2021-2032)
  87. 7.23.2 Colombia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  88. 7.23.3 Colombia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  89. 7.24 Peru
  90. 7.24.1 Peru AI Data Collection Services Sales Value Growth Rate (2021-2032)
  91. 7.24.2 Peru AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  92. 7.24.3 Peru AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  93. 7.25 Saudi Arabia
  94. 7.25.1 Saudi Arabia AI Data Collection Services Sales Value Growth Rate (2021-2032)
  95. 7.25.2 Saudi Arabia AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  96. 7.25.3 Saudi Arabia AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  97. 7.26 Israel
  98. 7.26.1 Israel AI Data Collection Services Sales Value Growth Rate (2021-2032)
  99. 7.26.2 Israel AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  100. 7.26.3 Israel AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  101. 7.27 UAE
  102. 7.27.1 UAE AI Data Collection Services Sales Value Growth Rate (2021-2032)
  103. 7.27.2 UAE AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  104. 7.27.3 UAE AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  105. 7.28 Turkey
  106. 7.28.1 Turkey AI Data Collection Services Sales Value Growth Rate (2021-2032)
  107. 7.28.2 Turkey AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  108. 7.28.3 Turkey AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  109. 7.29 Iran
  110. 7.29.1 Iran AI Data Collection Services Sales Value Growth Rate (2021-2032)
  111. 7.29.2 Iran AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  112. 7.29.3 Iran AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
  113. 7.30 Egypt
  114. 7.30.1 Egypt AI Data Collection Services Sales Value Growth Rate (2021-2032)
  115. 7.30.2 Egypt AI Data Collection Services Sales Value Share by Type, 2025 VS 2032
  116. 7.30.3 Egypt AI Data Collection Services Sales Value Share by Application, 2025 VS 2032
8 Company Profiles
  1. 8.1 Appen
  2. 8.1.1 Appen Company Information
  3. 8.1.2 Appen Business Overview
  4. 8.1.3 Appen AI Data Collection Services Revenue and Gross Margin (2021-2026)
  5. 8.1.4 Appen AI Data Collection Services Product Portfolio
  6. 8.1.5 Appen Recent Developments
  7. 8.2 Scale AI
  8. 8.2.1 Scale AI Company Information
  9. 8.2.2 Scale AI Business Overview
  10. 8.2.3 Scale AI AI Data Collection Services Revenue and Gross Margin (2021-2026)
  11. 8.2.4 Scale AI AI Data Collection Services Product Portfolio
  12. 8.2.5 Scale AI Recent Developments
  13. 8.3 iMerit
  14. 8.3.1 iMerit Company Information
  15. 8.3.2 iMerit Business Overview
  16. 8.3.3 iMerit AI Data Collection Services Revenue and Gross Margin (2021-2026)
  17. 8.3.4 iMerit AI Data Collection Services Product Portfolio
  18. 8.3.5 iMerit Recent Developments
  19. 8.4 TELUS Intl
  20. 8.4.1 TELUS Intl Company Information
  21. 8.4.2 TELUS Intl Business Overview
  22. 8.4.3 TELUS Intl AI Data Collection Services Revenue and Gross Margin (2021-2026)
  23. 8.4.4 TELUS Intl AI Data Collection Services Product Portfolio
  24. 8.4.5 TELUS Intl Recent Developments
  25. 8.5 Sama
  26. 8.5.1 Sama Company Information
  27. 8.5.2 Sama Business Overview
  28. 8.5.3 Sama AI Data Collection Services Revenue and Gross Margin (2021-2026)
  29. 8.5.4 Sama AI Data Collection Services Product Portfolio
  30. 8.5.5 Sama Recent Developments
  31. 8.6 Shaip
  32. 8.6.1 Shaip Company Information
  33. 8.6.2 Shaip Business Overview
  34. 8.6.3 Shaip AI Data Collection Services Revenue and Gross Margin (2021-2026)
  35. 8.6.4 Shaip AI Data Collection Services Product Portfolio
  36. 8.6.5 Shaip Recent Developments
  37. 8.7 Cogito Tech
  38. 8.7.1 Cogito Tech Company Information
  39. 8.7.2 Cogito Tech Business Overview
  40. 8.7.3 Cogito Tech AI Data Collection Services Revenue and Gross Margin (2021-2026)
  41. 8.7.4 Cogito Tech AI Data Collection Services Product Portfolio
  42. 8.7.5 Cogito Tech Recent Developments
  43. 8.8 Centific
  44. 8.8.1 Centific Company Information
  45. 8.8.2 Centific Business Overview
  46. 8.8.3 Centific AI Data Collection Services Revenue and Gross Margin (2021-2026)
  47. 8.8.4 Centific AI Data Collection Services Product Portfolio
  48. 8.8.5 Centific Recent Developments
  49. 8.9 Snorkel AI
  50. 8.9.1 Snorkel AI Company Information
  51. 8.9.2 Snorkel AI Business Overview
  52. 8.9.3 Snorkel AI AI Data Collection Services Revenue and Gross Margin (2021-2026)
  53. 8.9.4 Snorkel AI AI Data Collection Services Product Portfolio
  54. 8.9.5 Snorkel AI Recent Developments
  55. 8.10 Twine AI
  56. 8.10.1 Twine AI Company Information
  57. 8.10.2 Twine AI Business Overview
  58. 8.10.3 Twine AI AI Data Collection Services Revenue and Gross Margin (2021-2026)
  59. 8.10.4 Twine AI AI Data Collection Services Product Portfolio
  60. 8.10.5 Twine AI Recent Developments
  61. 8.11 Aya Data
  62. 8.11.1 Aya Data Company Information
  63. 8.11.2 Aya Data Business Overview
  64. 8.11.3 Aya Data AI Data Collection Services Revenue and Gross Margin (2021-2026)
  65. 8.11.4 Aya Data AI Data Collection Services Product Portfolio
  66. 8.11.5 Aya Data Recent Developments
  67. 8.12 Roboflow
  68. 8.12.1 Roboflow Company Information
  69. 8.12.2 Roboflow Business Overview
  70. 8.12.3 Roboflow AI Data Collection Services Revenue and Gross Margin (2021-2026)
  71. 8.12.4 Roboflow AI Data Collection Services Product Portfolio
  72. 8.12.5 Roboflow Recent Developments
  73. 8.13 Lionbridge
  74. 8.13.1 Lionbridge Company Information
  75. 8.13.2 Lionbridge Business Overview
  76. 8.13.3 Lionbridge AI Data Collection Services Revenue and Gross Margin (2021-2026)
  77. 8.13.4 Lionbridge AI Data Collection Services Product Portfolio
  78. 8.13.5 Lionbridge Recent Developments
  79. 8.14 Aishell Tech
  80. 8.14.1 Aishell Tech Company Information
  81. 8.14.2 Aishell Tech Business Overview
  82. 8.14.3 Aishell Tech AI Data Collection Services Revenue and Gross Margin (2021-2026)
  83. 8.14.4 Aishell Tech AI Data Collection Services Product Portfolio
  84. 8.14.5 Aishell Tech Recent Developments
  85. 8.15 HuiZhou Intelligence Technology Group
  86. 8.15.1 HuiZhou Intelligence Technology Group Company Information
  87. 8.15.2 HuiZhou Intelligence Technology Group Business Overview
  88. 8.15.3 HuiZhou Intelligence Technology Group AI Data Collection Services Revenue and Gross Margin (2021-2026)
  89. 8.15.4 HuiZhou Intelligence Technology Group AI Data Collection Services Product Portfolio
  90. 8.15.5 HuiZhou Intelligence Technology Group Recent Developments
9 Concluding Insights
    10 Appendix
    1. 10.1 Reasons for Doing This Study
    2. 10.2 Research Methodology
    3. 10.3 Research Process
    4. 10.4 Authors List of This Report
    5. 10.5 Data Source
    6. 10.5.1 Secondary Sources
    7. 10.5.2 Primary Sources

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