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Published Date: 2026-02-12 | Pages: 118 | Tables: 119 | Service & Software
The global Dataset Building Service market was valued at US$ 973 million in 2025 and is anticipated to reach US$ 3448 million by 2032, at a CAGR of 20.1% from 2026 to 2032.
Dataset building services refer to services provided by professional organizations or platforms that offer high-quality, structured, and usable datasets for applications in artificial intelligence, machine learning, computer vision, and natural language processing through processes such as data collection, cleaning, annotation, enhancement, and quality control. This service covers the entire process from raw data acquisition to standardized data output, including various data types such as images, videos, text, audio, and sensor data, to meet the needs of algorithm training, model optimization, and intelligent system development.
The downstream clients of dataset building services mainly include artificial intelligence R&D companies, internet companies, developers of autonomous and intelligent driving systems, medical imaging AI, fintech companies, and research institutions. These clients require high-quality labeled and customized datasets to train models, optimize algorithms, and verify system performance. Downstream services typically have high gross margins: standardized data labeling services have a gross margin of approximately 53%.
With the widespread application of artificial intelligence and machine learning technologies, dataset construction services have become a key factor in promoting the development of these technologies. High-quality datasets are the basis for training accurate models, and building and labeling these datasets requires not only professional skills, but also powerful computing resources and efficient management tools. By outsourcing dataset construction services, companies can focus on their core business while ensuring the accuracy and diversity of the data. However, with the increasing attention paid to data privacy and security issues, it has also become crucial to choose the right service model (such as cloud or on-premises deployment) and ensure data compliance.
This report delivers a comprehensive overview of the global Dataset Building Service 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 Dataset Building Service. The Dataset Building Service 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 Dataset Building Service market comprehensively. Regional market sizes by Type, by Application, by Data Types, 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 Dataset Building Service 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
Scale AI
Lionbridge
Samasource
CloudFactory
Deepen AI
Clarifai
Surge AI
Toloka
Alegion
Labelbox
BasicFinder
Segment by Type
Cloud-Based
On-Premises
Segment by Data Types
Video Dataset Construction
Text Language Dataset Construction
Audio Dataset Construction
Others
Segment by Delivery Method
Standardized Dataset Service
Customized Dataset Service
Segment by Application
Medical Industry
Financial Industry
Education Industry
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, by Data Types, 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 Dataset Building Service 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.
Research Methodology
The research methodology employed has been subjected by numerous procedures in order to guarantee the quality and accuracy of the data contained within the reports. The analysts are employed full-time and received more than six months training to satisfy the standard of our company. Our methodology can be divided into five stages:
★Stage 1 SECONDARY RESEARCH
The research team first collaborates with magazines, trade associations and administrative departments in the research field. The information provided by our internal documentation service is helpful for our further research. Our team has a wealth of experience and knowledge, and can effectively extract accurate information from existing resources.
★Stage 2 PRIMARY RESEARCH:INTERVIEWS WITH TRADE SOURCES
After the first stage, the research team conducts a large number of face-to-face or telephone interviews with representative companies working in the research field. Analysts are trying to have an opportunity to talk to leading companies and small companies in the field. Upstream suppliers, manufacturers, distributors, importers, installers, wholesalers and consumers were included in the interview. The data collected during the interview were then carefully examined and compared with the secondary study.
★Stage 3 ANALYSIS OF THE GATHERED DATA
The analysis team examines and synthesizes the data collected in the first two stages. In order to validate the data, a second round of interviews can be conducted.
★Stage 4 QUANTITATIVE DATA
The quantitative data such as market estimates, production and capacity of manufacturer, market forecasts and investment feasibility is provided by our company. The data is based on the estimates obtained during stage 3.
★Stage 5 QUALITY CONTROL
Before publishing, each report undergoes a rigorous review and editing process, which is done by the experience management team to ensure the reliability of the published data. Every analyst on the research team receives support and continuous training as part of our internal quality process.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Dataset Building Service Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Cloud-Based
1.2.3 On-Premises
1.3 Market by Data Types
1.3.1 Global Dataset Building Service Market Size Growth Rate by Data Types: 2021 vs 2025 vs 2032
1.3.2 Video Dataset Construction
1.3.3 Text Language Dataset Construction
1.3.4 Audio Dataset Construction
1.3.5 Others
1.4 Market by Delivery Method
1.4.1 Global Dataset Building Service Market Size Growth Rate by Delivery Method: 2021 vs 2025 vs 2032
1.4.2 Standardized Dataset Service
1.4.3 Customized Dataset Service
1.5 Market by Application
1.5.1 Global Dataset Building Service Market Growth by Application: 2021 vs 2025 vs 2032
1.5.2 Medical Industry
1.5.3 Financial Industry
1.5.4 Education Industry
1.5.5 Others
1.6 Assumptions and Limitations
1.7 Study Objectives
1.8 Years Considered
2 Global Growth Trends
2.1 Global Dataset Building Service Market Perspective (2021–2032)
2.2 Global Dataset Building Service Growth Trends by Region
2.2.1 Global Dataset Building Service Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 Dataset Building Service Historic Market Size by Region (2021–2026)
2.2.3 Dataset Building Service Forecasted Market Size by Region (2027–2032)
2.3 Dataset Building Service Market Dynamics
2.3.1 Dataset Building Service Industry Trends
2.3.2 Dataset Building Service Market Drivers
2.3.3 Dataset Building Service Market Challenges
2.3.4 Dataset Building Service Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Dataset Building Service Players by Revenue
3.1.1 Global Top Dataset Building Service Players by Revenue (2021–2026)
3.1.2 Global Dataset Building Service Revenue Market Share by Players (2021–2026)
3.2 Global Top Dataset Building Service Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by Dataset Building Service Revenue
3.4 Global Dataset Building Service Market Concentration Ratio
3.4.1 Global Dataset Building Service Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Dataset Building Service Revenue in 2025
3.5 Global Key Players of Dataset Building Service Head Offices and Areas Served
3.6 Global Key Players of Dataset Building Service, Products and Applications
3.7 Global Key Players of Dataset Building Service, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 Dataset Building Service Breakdown Data by Type
4.1 Global Dataset Building Service Historic Market Size by Type (2021–2026)
4.2 Global Dataset Building Service Forecasted Market Size by Type (2027–2032)
5 Dataset Building Service Breakdown Data by Application
5.1 Global Dataset Building Service Historic Market Size by Application (2021–2026)
5.2 Global Dataset Building Service Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America Dataset Building Service Market Size (2021–2032)
6.2 North America Dataset Building Service Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America Dataset Building Service Market Size by Country (2021–2026)
6.4 North America Dataset Building Service Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Dataset Building Service Market Size (2021–2032)
7.2 Europe Dataset Building Service Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe Dataset Building Service Market Size by Country (2021–2026)
7.4 Europe Dataset Building Service 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 Dataset Building Service Market Size (2021–2032)
8.2 Asia-Pacific Dataset Building Service Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific Dataset Building Service Market Size by Region (2021–2026)
8.4 Asia-Pacific Dataset Building Service 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 Dataset Building Service Market Size (2021–2032)
9.2 Latin America Dataset Building Service Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America Dataset Building Service Market Size by Country (2021–2026)
9.4 Latin America Dataset Building Service Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Dataset Building Service Market Size (2021–2032)
10.2 Middle East & Africa Dataset Building Service Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa Dataset Building Service Market Size by Country (2021–2026)
10.4 Middle East & Africa Dataset Building Service 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 Dataset Building Service Introduction
11.1.4 Appen Revenue in Dataset Building Service Business (2021–2026)
11.1.5 Appen Recent Development
11.2 Scale AI
11.2.1 Scale AI Company Details
11.2.2 Scale AI Business Overview
11.2.3 Scale AI Dataset Building Service Introduction
11.2.4 Scale AI Revenue in Dataset Building Service Business (2021–2026)
11.2.5 Scale AI Recent Development
11.3 Lionbridge
11.3.1 Lionbridge Company Details
11.3.2 Lionbridge Business Overview
11.3.3 Lionbridge Dataset Building Service Introduction
11.3.4 Lionbridge Revenue in Dataset Building Service Business (2021–2026)
11.3.5 Lionbridge Recent Development
11.4 Samasource
11.4.1 Samasource Company Details
11.4.2 Samasource Business Overview
11.4.3 Samasource Dataset Building Service Introduction
11.4.4 Samasource Revenue in Dataset Building Service Business (2021–2026)
11.4.5 Samasource Recent Development
11.5 CloudFactory
11.5.1 CloudFactory Company Details
11.5.2 CloudFactory Business Overview
11.5.3 CloudFactory Dataset Building Service Introduction
11.5.4 CloudFactory Revenue in Dataset Building Service Business (2021–2026)
11.5.5 CloudFactory Recent Development
11.6 Deepen AI
11.6.1 Deepen AI Company Details
11.6.2 Deepen AI Business Overview
11.6.3 Deepen AI Dataset Building Service Introduction
11.6.4 Deepen AI Revenue in Dataset Building Service Business (2021–2026)
11.6.5 Deepen AI Recent Development
11.7 Clarifai
11.7.1 Clarifai Company Details
11.7.2 Clarifai Business Overview
11.7.3 Clarifai Dataset Building Service Introduction
11.7.4 Clarifai Revenue in Dataset Building Service Business (2021–2026)
11.7.5 Clarifai Recent Development
11.8 Surge AI
11.8.1 Surge AI Company Details
11.8.2 Surge AI Business Overview
11.8.3 Surge AI Dataset Building Service Introduction
11.8.4 Surge AI Revenue in Dataset Building Service Business (2021–2026)
11.8.5 Surge AI Recent Development
11.9 Toloka
11.9.1 Toloka Company Details
11.9.2 Toloka Business Overview
11.9.3 Toloka Dataset Building Service Introduction
11.9.4 Toloka Revenue in Dataset Building Service Business (2021–2026)
11.9.5 Toloka Recent Development
11.10 Alegion
11.10.1 Alegion Company Details
11.10.2 Alegion Business Overview
11.10.3 Alegion Dataset Building Service Introduction
11.10.4 Alegion Revenue in Dataset Building Service Business (2021–2026)
11.10.5 Alegion Recent Development
11.11 Labelbox
11.11.1 Labelbox Company Details
11.11.2 Labelbox Business Overview
11.11.3 Labelbox Dataset Building Service Introduction
11.11.4 Labelbox Revenue in Dataset Building Service Business (2021–2026)
11.11.5 Labelbox Recent Development
11.12 BasicFinder
11.12.1 BasicFinder Company Details
11.12.2 BasicFinder Business Overview
11.12.3 BasicFinder Dataset Building Service Introduction
11.12.4 BasicFinder Revenue in Dataset Building Service Business (2021–2026)
11.12.5 BasicFinder 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 Dataset Building Service Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Cloud-Based
Table 3. Key Players of On-Premises
Table 4. Global Dataset Building Service Market Size Growth Rate by Data Types (US$ Million): 2021 vs 2025 vs 2032
Table 5. Key Players of Video Dataset Construction
Table 6. Key Players of Text Language Dataset Construction
Table 7. Key Players of Audio Dataset Construction
Table 8. Key Players of Others
Table 9. Global Dataset Building Service Market Size Growth Rate by Delivery Method (US$ Million): 2021 vs 2025 vs 2032
Table 10. Key Players of Standardized Dataset Service
Table 11. Key Players of Customized Dataset Service
Table 12. Global Dataset Building Service Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 13. Global Dataset Building Service Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 14. Global Dataset Building Service Market Size by Region (US$ Million), 2021–2026
Table 15. Global Dataset Building Service Market Share by Region (2021–2026)
Table 16. Global Dataset Building Service Forecasted Market Size by Region (US$ Million), 2027–2032
Table 17. Global Dataset Building Service Market Share by Region (2027–2032)
Table 18. Dataset Building Service Market Trends
Table 19. Dataset Building Service Market Drivers
Table 20. Dataset Building Service Market Challenges
Table 21. Dataset Building Service Market Restraints
Table 22. Global Dataset Building Service Revenue by Players (US$ Million), 2021–2026
Table 23. Global Dataset Building Service Market Share by Players (2021–2026)
Table 24. Global Top Dataset Building Service Players by Tier (Tier 1, Tier 2, and Tier 3), based on Dataset Building Service Revenue, 2025
Table 25. Ranking of Global Top Dataset Building Service Companies by Revenue (US$ Million) in 2025
Table 26. Global 5 Largest Players Market Share by Dataset Building Service Revenue (CR5 and HHI), 2021–2026
Table 27. Global Key Players of Dataset Building Service, Headquarters and Area Served
Table 28. Global Key Players of Dataset Building Service, Products and Applications
Table 29. Global Key Players of Dataset Building Service, Date of General Availability (GA)
Table 30. Mergers and Acquisitions, Expansion Plans
Table 31. Global Dataset Building Service Market Size by Type (US$ Million), 2021–2026
Table 32. Global Dataset Building Service Revenue Market Share by Type (2021–2026)
Table 33. Global Dataset Building Service Forecasted Market Size by Type (US$ Million), 2027–2032
Table 34. Global Dataset Building Service Revenue Market Share by Type (2027–2032)
Table 35. Global Dataset Building Service Market Size by Application (US$ Million), 2021–2026
Table 36. Global Dataset Building Service Revenue Market Share by Application (2021–2026)
Table 37. Global Dataset Building Service Forecasted Market Size by Application (US$ Million), 2027–2032
Table 38. Global Dataset Building Service Revenue Market Share by Application (2027–2032)
Table 39. North America Dataset Building Service Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 40. North America Dataset Building Service Market Size by Country (US$ Million), 2021–2026
Table 41. North America Dataset Building Service Market Size by Country (US$ Million), 2027–2032
Table 42. Europe Dataset Building Service Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 43. Europe Dataset Building Service Market Size by Country (US$ Million), 2021–2026
Table 44. Europe Dataset Building Service Market Size by Country (US$ Million), 2027–2032
Table 45. Asia-Pacific Dataset Building Service Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 46. Asia-Pacific Dataset Building Service Market Size by Region (US$ Million), 2021–2026
Table 47. Asia-Pacific Dataset Building Service Market Size by Region (US$ Million), 2027–2032
Table 48. Latin America Dataset Building Service Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 49. Latin America Dataset Building Service Market Size by Country (US$ Million), 2021–2026
Table 50. Latin America Dataset Building Service Market Size by Country (US$ Million), 2027–2032
Table 51. Middle East & Africa Dataset Building Service Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 52. Middle East & Africa Dataset Building Service Market Size by Country (US$ Million), 2021–2026
Table 53. Middle East & Africa Dataset Building Service Market Size by Country (US$ Million), 2027–2032
Table 54. Appen Company Details
Table 55. Appen Business Overview
Table 56. Appen Dataset Building Service Product
Table 57. Appen Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 58. Appen Recent Development
Table 59. Scale AI Company Details
Table 60. Scale AI Business Overview
Table 61. Scale AI Dataset Building Service Product
Table 62. Scale AI Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 63. Scale AI Recent Development
Table 64. Lionbridge Company Details
Table 65. Lionbridge Business Overview
Table 66. Lionbridge Dataset Building Service Product
Table 67. Lionbridge Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 68. Lionbridge Recent Development
Table 69. Samasource Company Details
Table 70. Samasource Business Overview
Table 71. Samasource Dataset Building Service Product
Table 72. Samasource Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 73. Samasource Recent Development
Table 74. CloudFactory Company Details
Table 75. CloudFactory Business Overview
Table 76. CloudFactory Dataset Building Service Product
Table 77. CloudFactory Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 78. CloudFactory Recent Development
Table 79. Deepen AI Company Details
Table 80. Deepen AI Business Overview
Table 81. Deepen AI Dataset Building Service Product
Table 82. Deepen AI Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 83. Deepen AI Recent Development
Table 84. Clarifai Company Details
Table 85. Clarifai Business Overview
Table 86. Clarifai Dataset Building Service Product
Table 87. Clarifai Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 88. Clarifai Recent Development
Table 89. Surge AI Company Details
Table 90. Surge AI Business Overview
Table 91. Surge AI Dataset Building Service Product
Table 92. Surge AI Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 93. Surge AI Recent Development
Table 94. Toloka Company Details
Table 95. Toloka Business Overview
Table 96. Toloka Dataset Building Service Product
Table 97. Toloka Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 98. Toloka Recent Development
Table 99. Alegion Company Details
Table 100. Alegion Business Overview
Table 101. Alegion Dataset Building Service Product
Table 102. Alegion Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 103. Alegion Recent Development
Table 104. Labelbox Company Details
Table 105. Labelbox Business Overview
Table 106. Labelbox Dataset Building Service Product
Table 107. Labelbox Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 108. Labelbox Recent Development
Table 109. BasicFinder Company Details
Table 110. BasicFinder Business Overview
Table 111. BasicFinder Dataset Building Service Product
Table 112. BasicFinder Revenue in Dataset Building Service Business (US$ Million), 2021–2026
Table 113. BasicFinder Recent Development
Table 114. Research Programs/Design for This Report
Table 115. Key Data Information from Secondary Sources
Table 116. Key Data Information from Primary Sources
Table 117. Authors List of This Report
List of Figures
Figure 1. Dataset Building Service Picture
Figure 2. Global Dataset Building Service Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global Dataset Building Service Market Share by Type: 2025 vs 2032
Figure 4. Cloud-Based Features
Figure 5. On-Premises Features
Figure 6. Global Dataset Building Service Market Size Comparison by Data Types (US$ Million), 2021–2032
Figure 7. Video Dataset Construction Features
Figure 8. Text Language Dataset Construction Features
Figure 9. Audio Dataset Construction Features
Figure 10. Others Features
Figure 11. Global Dataset Building Service Market Size Comparison by Delivery Method (US$ Million), 2021–2032
Figure 12. Standardized Dataset Service Features
Figure 13. Customized Dataset Service Features
Figure 14. Global Dataset Building Service Market Size by Application (US$ Million), 2021–2032
Figure 15. Global Dataset Building Service Market Share by Application: 2025 vs 2032
Figure 16. Medical Industry Case Studies
Figure 17. Financial Industry Case Studies
Figure 18. Education Industry Case Studies
Figure 19. Others Case Studies
Figure 20. Dataset Building Service Report Years Considered
Figure 21. Global Dataset Building Service Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 22. Global Dataset Building Service Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 23. Global Dataset Building Service Market Share by Region: 2025 vs 2032
Figure 24. Global Dataset Building Service Market Share by Players in 2025
Figure 25. Global Dataset Building Service Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 26. The Top 10 and 5 Players Market Share by Dataset Building Service Revenue in 2025
Figure 27. North America Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 28. North America Dataset Building Service Market Share by Country (2021–2032)
Figure 29. United States Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 30. Canada Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 31. Europe Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 32. Europe Dataset Building Service Market Share by Country (2021–2032)
Figure 33. Germany Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 34. France Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. U.K. Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 36. Italy Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Russia Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. Ireland Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. Asia-Pacific Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. Asia-Pacific Dataset Building Service Market Share by Region (2021–2032)
Figure 41. China Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Japan Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. South Korea Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 44. Southeast Asia Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. India Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. Australia & New Zealand Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. Latin America Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 48. Latin America Dataset Building Service Market Share by Country (2021–2032)
Figure 49. Mexico Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 50. Brazil Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 51. Middle East & Africa Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 52. Middle East & Africa Dataset Building Service Market Share by Country (2021–2032)
Figure 53. Israel Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 54. Saudi Arabia Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 55. UAE Dataset Building Service Market Size YoY Growth (US$ Million), 2021–2032
Figure 56. Appen Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 57. Scale AI Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 58. Lionbridge Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 59. Samasource Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 60. CloudFactory Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 61. Deepen AI Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 62. Clarifai Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 63. Surge AI Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 64. Toloka Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 65. Alegion Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 66. Labelbox Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 67. BasicFinder Revenue Growth Rate in Dataset Building Service Business (2021–2026)
Figure 68. Bottom-up and Top-down Approaches for This Report
Figure 69. Data Triangulation
Figure 70. Key Executives Interviewed
