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Service & Software Global AI Training Datasets Market 2026 by Company, Regions, Type and Application, Forecast to 2032

  • RnM4665678
    • |
  • 19 January, 2026
    • |
  • Global
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  • 134 Pages
    • |
  • GIR
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  • Service & Software

According to our (Global Info Research) latest study, the global AI Training Datasets market size was valued at US$ 1847 million in 2025 and is forecast to a readjusted size of US$ 11458 million by 2032 with a CAGR of 29.7% during review period.
The global AI Training Dataset gross margin is projected to be around 49% in 2025. AI Training Datasets refer to collections of data assets organized as "machine-readable, reusable, and licensed" for training, fine-tuning, aligning, and evaluating artificial intelligence models. They typically include raw data (images, videos, audio, text, sensor/point clouds, etc.), structured labels/metadata (categories, bounding boxes/segments, timestamps, trajectories, command-response pairs, preference comparisons, etc.), and data descriptions (data source, copyright/licensing, collection conditions, quality standards, and version information). From a commercial delivery perspective, AI Training Datasets can be sold as "off-the-shelf datasets" under license, or delivered as "dataset creation" on a project basis (including data collection, annotation, and quality control), and continuously updated and versioned on platforms or data marketplaces. Industry research often categorizes them into two main types: "dataset creation" and "dataset sales/marketplaces."
AI datasets are evolving from "project-deliverable data packages" to "sustainably iterative data assets." As generative AI and multimodal models enter their productization cycle, customer procurement focus is shifting from data quantity to data quality, traceability, and reproducible evaluation. Dataset vendors need to deliver more robust authorization chains, data lineage, version management, and quality audits to support long-term iteration and compliance requirements. Simultaneously, synthetic data and data augmentation are increasingly used to address long-tail and scarce scenarios, driving dataset supply from purely manual labor-intensive to a hybrid paradigm of "tools/platforms + human feedback." This has resulted in a structural differentiation in industry gross margins: higher margins for off-the-shelf datasets, lower margins for custom-created datasets, and more stable margins for platform-based datasets.
This report is a detailed and comprehensive analysis for global AI Training Datasets market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global AI Training Datasets market size and forecasts, in consumption value ($ Million), 2021-2032
Global AI Training Datasets market size and forecasts by region and country, in consumption value ($ Million), 2021-2032
Global AI Training Datasets market size and forecasts, by Type and by Application, in consumption value ($ Million), 2021-2032
Global AI Training Datasets market shares of main players, in revenue ($ Million), 2021-2026
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for AI Training Datasets
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global AI Training Datasets market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include TransPerfect (DataForce), Shaip, TELUS Digital, Centific, LXT, Defined.ai, Innodata, Gretel, Mostly AI, Speechocean, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
AI Training Datasets market is split by Type and by Application. For the period 2021-2032, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
Off-the-shelf Datasets
Dataset Creation
Market segment by Data Type
Image
Video
Text
Speech
Market segment by Data Properties
Real Device Data
Synthetic Data
Market segment by Application
Smart Security
Smart Home
Smart Finance
Smart Healthcare
New Retail
Intelligent Driving
Market segment by players, this report covers
TransPerfect (DataForce)
Shaip
TELUS Digital
Centific
LXT
Defined.ai
Innodata
Gretel
Mostly AI
Speechocean
Datatang
DataBaker
Data100
Appen
Kingline
Longmao Data
Fellisen
MindFlow
NavInfo
iFLYTEK
Market segment by regions, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
South America (Brazil, Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe AI Training Datasets product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of AI Training Datasets, with revenue, gross margin, and global market share of AI Training Datasets from 2021 to 2026.
Chapter 3, the AI Training Datasets competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2021 to 2032.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2021 to 2026.and AI Training Datasets market forecast, by regions, by Type and by Application, with consumption value, from 2027 to 2032.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of AI Training Datasets.
Chapter 13, to describe AI Training Datasets research findings and conclusion.


1 Market Overview

  • 1.1 Product Overview and Scope
  • 1.2 Market Estimation Caveats and Base Year
  • 1.3 Classification of AI Training Datasets by Type
    • 1.3.1 Overview: Global AI Training Datasets Market Size by Type: 2021 Versus 2025 Versus 2032
    • 1.3.2 Global AI Training Datasets Consumption Value Market Share by Type in 2025
    • 1.3.3 Off-the-shelf Datasets
    • 1.3.4 Dataset Creation
  • 1.4 Classification of AI Training Datasets by Data Type
    • 1.4.1 Overview: Global AI Training Datasets Market Size by Data Type: 2021 Versus 2025 Versus 2032
    • 1.4.2 Global AI Training Datasets Consumption Value Market Share by Data Type in 2025
    • 1.4.3 Image
    • 1.4.4 Video
    • 1.4.5 Text
    • 1.4.6 Speech
  • 1.5 Classification of AI Training Datasets by Data Properties
    • 1.5.1 Overview: Global AI Training Datasets Market Size by Data Properties: 2021 Versus 2025 Versus 2032
    • 1.5.2 Global AI Training Datasets Consumption Value Market Share by Data Properties in 2025
    • 1.5.3 Real Device Data
    • 1.5.4 Synthetic Data
  • 1.6 Global AI Training Datasets Market by Application
    • 1.6.1 Overview: Global AI Training Datasets Market Size by Application: 2021 Versus 2025 Versus 2032
    • 1.6.2 Smart Security
    • 1.6.3 Smart Home
    • 1.6.4 Smart Finance
    • 1.6.5 Smart Healthcare
    • 1.6.6 New Retail
    • 1.6.7 Intelligent Driving
  • 1.7 Global AI Training Datasets Market Size & Forecast
  • 1.8 Global AI Training Datasets Market Size and Forecast by Region
    • 1.8.1 Global AI Training Datasets Market Size by Region: 2021 VS 2025 VS 2032
    • 1.8.2 Global AI Training Datasets Market Size by Region, (2021-2032)
    • 1.8.3 North America AI Training Datasets Market Size and Prospect (2021-2032)
    • 1.8.4 Europe AI Training Datasets Market Size and Prospect (2021-2032)
    • 1.8.5 Asia-Pacific AI Training Datasets Market Size and Prospect (2021-2032)
    • 1.8.6 South America AI Training Datasets Market Size and Prospect (2021-2032)
    • 1.8.7 Middle East & Africa AI Training Datasets Market Size and Prospect (2021-2032)

2 Company Profiles

  • 2.1 TransPerfect (DataForce)
    • 2.1.1 TransPerfect (DataForce) Details
    • 2.1.2 TransPerfect (DataForce) Major Business
    • 2.1.3 TransPerfect (DataForce) AI Training Datasets Product and Solutions
    • 2.1.4 TransPerfect (DataForce) AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.1.5 TransPerfect (DataForce) Recent Developments and Future Plans
  • 2.2 Shaip
    • 2.2.1 Shaip Details
    • 2.2.2 Shaip Major Business
    • 2.2.3 Shaip AI Training Datasets Product and Solutions
    • 2.2.4 Shaip AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.2.5 Shaip Recent Developments and Future Plans
  • 2.3 TELUS Digital
    • 2.3.1 TELUS Digital Details
    • 2.3.2 TELUS Digital Major Business
    • 2.3.3 TELUS Digital AI Training Datasets Product and Solutions
    • 2.3.4 TELUS Digital AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.3.5 TELUS Digital Recent Developments and Future Plans
  • 2.4 Centific
    • 2.4.1 Centific Details
    • 2.4.2 Centific Major Business
    • 2.4.3 Centific AI Training Datasets Product and Solutions
    • 2.4.4 Centific AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.4.5 Centific Recent Developments and Future Plans
  • 2.5 LXT
    • 2.5.1 LXT Details
    • 2.5.2 LXT Major Business
    • 2.5.3 LXT AI Training Datasets Product and Solutions
    • 2.5.4 LXT AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.5.5 LXT Recent Developments and Future Plans
  • 2.6 Defined.ai
    • 2.6.1 Defined.ai Details
    • 2.6.2 Defined.ai Major Business
    • 2.6.3 Defined.ai AI Training Datasets Product and Solutions
    • 2.6.4 Defined.ai AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.6.5 Defined.ai Recent Developments and Future Plans
  • 2.7 Innodata
    • 2.7.1 Innodata Details
    • 2.7.2 Innodata Major Business
    • 2.7.3 Innodata AI Training Datasets Product and Solutions
    • 2.7.4 Innodata AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.7.5 Innodata Recent Developments and Future Plans
  • 2.8 Gretel
    • 2.8.1 Gretel Details
    • 2.8.2 Gretel Major Business
    • 2.8.3 Gretel AI Training Datasets Product and Solutions
    • 2.8.4 Gretel AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.8.5 Gretel Recent Developments and Future Plans
  • 2.9 Mostly AI
    • 2.9.1 Mostly AI Details
    • 2.9.2 Mostly AI Major Business
    • 2.9.3 Mostly AI AI Training Datasets Product and Solutions
    • 2.9.4 Mostly AI AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.9.5 Mostly AI Recent Developments and Future Plans
  • 2.10 Speechocean
    • 2.10.1 Speechocean Details
    • 2.10.2 Speechocean Major Business
    • 2.10.3 Speechocean AI Training Datasets Product and Solutions
    • 2.10.4 Speechocean AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.10.5 Speechocean Recent Developments and Future Plans
  • 2.11 Datatang
    • 2.11.1 Datatang Details
    • 2.11.2 Datatang Major Business
    • 2.11.3 Datatang AI Training Datasets Product and Solutions
    • 2.11.4 Datatang AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.11.5 Datatang Recent Developments and Future Plans
  • 2.12 DataBaker
    • 2.12.1 DataBaker Details
    • 2.12.2 DataBaker Major Business
    • 2.12.3 DataBaker AI Training Datasets Product and Solutions
    • 2.12.4 DataBaker AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.12.5 DataBaker Recent Developments and Future Plans
  • 2.13 Data100
    • 2.13.1 Data100 Details
    • 2.13.2 Data100 Major Business
    • 2.13.3 Data100 AI Training Datasets Product and Solutions
    • 2.13.4 Data100 AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.13.5 Data100 Recent Developments and Future Plans
  • 2.14 Appen
    • 2.14.1 Appen Details
    • 2.14.2 Appen Major Business
    • 2.14.3 Appen AI Training Datasets Product and Solutions
    • 2.14.4 Appen AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.14.5 Appen Recent Developments and Future Plans
  • 2.15 Kingline
    • 2.15.1 Kingline Details
    • 2.15.2 Kingline Major Business
    • 2.15.3 Kingline AI Training Datasets Product and Solutions
    • 2.15.4 Kingline AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.15.5 Kingline Recent Developments and Future Plans
  • 2.16 Longmao Data
    • 2.16.1 Longmao Data Details
    • 2.16.2 Longmao Data Major Business
    • 2.16.3 Longmao Data AI Training Datasets Product and Solutions
    • 2.16.4 Longmao Data AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.16.5 Longmao Data Recent Developments and Future Plans
  • 2.17 Fellisen
    • 2.17.1 Fellisen Details
    • 2.17.2 Fellisen Major Business
    • 2.17.3 Fellisen AI Training Datasets Product and Solutions
    • 2.17.4 Fellisen AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.17.5 Fellisen Recent Developments and Future Plans
  • 2.18 MindFlow
    • 2.18.1 MindFlow Details
    • 2.18.2 MindFlow Major Business
    • 2.18.3 MindFlow AI Training Datasets Product and Solutions
    • 2.18.4 MindFlow AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.18.5 MindFlow Recent Developments and Future Plans
  • 2.19 NavInfo
    • 2.19.1 NavInfo Details
    • 2.19.2 NavInfo Major Business
    • 2.19.3 NavInfo AI Training Datasets Product and Solutions
    • 2.19.4 NavInfo AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.19.5 NavInfo Recent Developments and Future Plans
  • 2.20 iFLYTEK
    • 2.20.1 iFLYTEK Details
    • 2.20.2 iFLYTEK Major Business
    • 2.20.3 iFLYTEK AI Training Datasets Product and Solutions
    • 2.20.4 iFLYTEK AI Training Datasets Revenue, Gross Margin and Market Share (2021-2026)
    • 2.20.5 iFLYTEK Recent Developments and Future Plans

3 Market Competition, by Players

  • 3.1 Global AI Training Datasets Revenue and Share by Players (2021-2026)
  • 3.2 Market Share Analysis (2025)
    • 3.2.1 Market Share of AI Training Datasets by Company Revenue
    • 3.2.2 Top 3 AI Training Datasets Players Market Share in 2025
    • 3.2.3 Top 6 AI Training Datasets Players Market Share in 2025
  • 3.3 AI Training Datasets Market: Overall Company Footprint Analysis
    • 3.3.1 AI Training Datasets Market: Region Footprint
    • 3.3.2 AI Training Datasets Market: Company Product Type Footprint
    • 3.3.3 AI Training Datasets Market: Company Product Application Footprint
  • 3.4 New Market Entrants and Barriers to Market Entry
  • 3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type

  • 4.1 Global AI Training Datasets Consumption Value and Market Share by Type (2021-2026)
  • 4.2 Global AI Training Datasets Market Forecast by Type (2027-2032)

5 Market Size Segment by Application

  • 5.1 Global AI Training Datasets Consumption Value Market Share by Application (2021-2026)
  • 5.2 Global AI Training Datasets Market Forecast by Application (2027-2032)

6 North America

  • 6.1 North America AI Training Datasets Consumption Value by Type (2021-2032)
  • 6.2 North America AI Training Datasets Market Size by Application (2021-2032)
  • 6.3 North America AI Training Datasets Market Size by Country
    • 6.3.1 North America AI Training Datasets Consumption Value by Country (2021-2032)
    • 6.3.2 United States AI Training Datasets Market Size and Forecast (2021-2032)
    • 6.3.3 Canada AI Training Datasets Market Size and Forecast (2021-2032)
    • 6.3.4 Mexico AI Training Datasets Market Size and Forecast (2021-2032)

7 Europe

  • 7.1 Europe AI Training Datasets Consumption Value by Type (2021-2032)
  • 7.2 Europe AI Training Datasets Consumption Value by Application (2021-2032)
  • 7.3 Europe AI Training Datasets Market Size by Country
    • 7.3.1 Europe AI Training Datasets Consumption Value by Country (2021-2032)
    • 7.3.2 Germany AI Training Datasets Market Size and Forecast (2021-2032)
    • 7.3.3 France AI Training Datasets Market Size and Forecast (2021-2032)
    • 7.3.4 United Kingdom AI Training Datasets Market Size and Forecast (2021-2032)
    • 7.3.5 Russia AI Training Datasets Market Size and Forecast (2021-2032)
    • 7.3.6 Italy AI Training Datasets Market Size and Forecast (2021-2032)

8 Asia-Pacific

  • 8.1 Asia-Pacific AI Training Datasets Consumption Value by Type (2021-2032)
  • 8.2 Asia-Pacific AI Training Datasets Consumption Value by Application (2021-2032)
  • 8.3 Asia-Pacific AI Training Datasets Market Size by Region
    • 8.3.1 Asia-Pacific AI Training Datasets Consumption Value by Region (2021-2032)
    • 8.3.2 China AI Training Datasets Market Size and Forecast (2021-2032)
    • 8.3.3 Japan AI Training Datasets Market Size and Forecast (2021-2032)
    • 8.3.4 South Korea AI Training Datasets Market Size and Forecast (2021-2032)
    • 8.3.5 India AI Training Datasets Market Size and Forecast (2021-2032)
    • 8.3.6 Southeast Asia AI Training Datasets Market Size and Forecast (2021-2032)
    • 8.3.7 Australia AI Training Datasets Market Size and Forecast (2021-2032)

9 South America

  • 9.1 South America AI Training Datasets Consumption Value by Type (2021-2032)
  • 9.2 South America AI Training Datasets Consumption Value by Application (2021-2032)
  • 9.3 South America AI Training Datasets Market Size by Country
    • 9.3.1 South America AI Training Datasets Consumption Value by Country (2021-2032)
    • 9.3.2 Brazil AI Training Datasets Market Size and Forecast (2021-2032)
    • 9.3.3 Argentina AI Training Datasets Market Size and Forecast (2021-2032)

10 Middle East & Africa

  • 10.1 Middle East & Africa AI Training Datasets Consumption Value by Type (2021-2032)
  • 10.2 Middle East & Africa AI Training Datasets Consumption Value by Application (2021-2032)
  • 10.3 Middle East & Africa AI Training Datasets Market Size by Country
    • 10.3.1 Middle East & Africa AI Training Datasets Consumption Value by Country (2021-2032)
    • 10.3.2 Turkey AI Training Datasets Market Size and Forecast (2021-2032)
    • 10.3.3 Saudi Arabia AI Training Datasets Market Size and Forecast (2021-2032)
    • 10.3.4 UAE AI Training Datasets Market Size and Forecast (2021-2032)

11 Market Dynamics

  • 11.1 AI Training Datasets Market Drivers
  • 11.2 AI Training Datasets Market Restraints
  • 11.3 AI Training Datasets Trends Analysis
  • 11.4 Porters Five Forces Analysis
    • 11.4.1 Threat of New Entrants
    • 11.4.2 Bargaining Power of Suppliers
    • 11.4.3 Bargaining Power of Buyers
    • 11.4.4 Threat of Substitutes
    • 11.4.5 Competitive Rivalry

12 Industry Chain Analysis

  • 12.1 AI Training Datasets Industry Chain
  • 12.2 AI Training Datasets Upstream Analysis
  • 12.3 AI Training Datasets Midstream Analysis
  • 12.4 AI Training Datasets Downstream Analysis

13 Research Findings and Conclusion

    14 Appendix

    • 14.1 Methodology
    • 14.2 Research Process and Data Source

    Summary:
    Get latest Market Research Reports on AI Training Datasets. Industry analysis & Market Report on AI Training Datasets is a syndicated market report, published as Global AI Training Datasets Market 2026 by Company, Regions, Type and Application, Forecast to 2032. It is complete Research Study and Industry Analysis of AI Training Datasets market, to understand, Market Demand, Growth, trends analysis and Factor Influencing market.

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