AI Training Dataset Market Size, Share & Trends Analysis Report By Type (Image/Video, Audio, Text), By Vertical (IT, Automotive, Government, Healthcare, BFSI, Retail & E-commerce), By Region, And Segment Forecasts, 2025 - 2030

AI Training Dataset Market Size, Share & Trends Analysis Report By Type (Image/Video, Audio, Text), By Vertical (IT, Automotive, Government, Healthcare, BFSI, Retail & E-commerce), By Region, And Segment Forecasts, 2025 - 2030


AI Training Dataset Market Growth & Trends

The global AI training dataset market size is expected to reach USD 8.60 billion by 2030, registering a CAGR of 21.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Artificial intelligence technology is witnessing an upsurge and as organizations are transitioning towards automation, the demand for technology is rising. The technology has provided unprecedented advances across various industry verticals, including marketing, healthcare, logistics, transportation, and many others. The benefits of integrating the technology across multiple operations of the organizations have outweighed its costs, thereby driving adoption.

Due to the rapid adoption of artificial intelligence technology, the need for training datasets is rising exponentially. To make the technology more versatile and accurate with its predictions, many companies are entering the market by releasing various datasets operating across different use cases to train the machine learning algorithm. Such factors are substantially contributing to market growth. Prominent market participants such as Google, Microsoft, Apple Inc, and Amazon have been focusing on developing various AI training datasets. For instance, in September 2021, Amazon launched a new dataset of commonsense dialogue to aid research in open-domain conversation.

Factors such as the cultivation of new high-quality datasets to speed up the development of AI technology and deliver accurate results are driving market growth. For instance, in January 2019, IBM Corporation, a technology company, announced the release of a new dataset that comprises 1 million images of faces. This dataset was released to help developers train their face recognition systems supported by artificial intelligence technology with a diverse dataset. This dataset will allow them to increase the accuracy of face identification. For instance, in May 2021, IBM launched a new data set called CodeNet with 14 million sample sets to develop machine learning models that can help in programming tasks.

AI Training Dataset Market Report Highlights
  • The Image/Video segment dominated the market in 2024 with a market share of 41.0%, In the AI training dataset market, image and video data are dominating due to their extensive use in computer vision applications.
  • The IT sector dominated the market in 2024 due to its widespread integration of artificial intelligence across various applications. Data from IT systems, such as network traffic, cybersecurity logs, and customer interactions, is used to train models for tasks like anomaly detection, automation, and predictive maintenance.
  • North America AI training dataset market leads the global market accounting for leading share of 35.8% in 2024. In North America, the AI training dataset market is experiencing robust growth, fueled by extensive investments in AI technologies and research.
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Chapter 1. Methodology and Scope
1.1. Market Segmentation & Scope
1.2. Market Definition
1.3. Information Procurement
1.3.1. Purchased Database
1.3.2. GVR’s Internal Database
1.3.3. Secondary Sources & Third-Party Perspectives
1.3.4. Primary Research
1.4. Information Analysis
1.4.1. Data Analysis Types
1.5. Market Formulation & Data Visualization
1.6. Data Validation & Publishing
Chapter 2. Executive Summary
2.1. Market Insights
2.2. Segmental Outlook
2.3. Competitive Outlook
Chapter 3. AI Training Dataset Market Variables, Trends & Scope
3.1. Global AI Training Dataset Market Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Driver Analysis
3.3.2. Market Restraint Analysis
3.3.3. Industry Challenges
3.4. Porter’s Five Forces Analysis
3.4.1. Supplier Power
3.4.2. Buyer Power
3.4.3. Substitution Threat
3.4.4. Threat from New Entrant
3.4.5. Competitive Rivalry
3.5. PESTEL Analysis
3.5.1. Political Landscape
3.5.2. Economic Landscape
3.5.3. Social Landscape
3.5.4. Technological Landscape
3.5.5. Environmental Landscape
3.5.6. Legal Landscape
Chapter 4. AI Training Dataset Market: Type Estimates & Forecasts
4.1. AI Training Dataset Market: Type Movement Analysis, 2024 & 2030
4.1.1. Text
4.1.1.1. Text Market estimates and forecast, 2018 - 2030 (USD Million)
4.1.2. Image/Video
4.1.2.1. Image/Video Market estimates and forecast, 2018 - 2030 (USD Million)
4.1.3. Audio
4.1.3.1. Audio Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 5. AI Training Dataset Market: Vertical Outlook Estimates & Forecasts
5.1. AI Training Dataset Market: Vertical Movement Analysis, 2024 & 2030
5.1.1. IT
5.1.1.1. IT Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.2. Automotive
5.1.2.1. Automotive Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.3. Government
5.1.3.1. Government Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.4. Healthcare
5.1.4.1. Healthcare Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.5. BFSI
5.1.5.1. BFSI Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.6. Retail & E-commerce
5.1.6.1. Retail & E-commerce Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.7. Others
5.1.7.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 6. AI Training Dataset Market: Regional Estimates & Trend Analysis
6.1. AI Training Dataset Market Share, By Region, 2024 & 2030 USD Million
6.2. North America
6.2.1. North America AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.1.1. North America AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.2.1.2. North America AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.2.1.3. North America AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.2.2. U.S.
6.2.2.1. U.S. AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.2.2. U.S. AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.2.2.3. U.S. AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.2.3. Canada
6.2.3.1. Canada AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.3.2. Canada AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.2.3.3. Canada AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.2.4. Mexico
6.2.4.1. Mexico AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.4.2. Mexico AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.2.4.3. Mexico AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.3. Europe
6.3.1. Europe AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.1.1. Europe AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.3.1.2. Europe AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.3.1.3. Europe AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.3.2. U.K.
6.3.2.1. U.K. AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.2.2. U.K. AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.3.2.3. U.K. AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.3.3. Germany
6.3.3.1. Germany AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.3.2. Germany AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.3.3.3. Germany AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.3.4. France
6.3.4.1. France AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.4.2. France AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.3.4.3. France AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.4. Asia Pacific
6.4.1. Asia Pacific AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.1.1. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.4.1.2. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.4.1.3. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.4.2. China
6.4.2.1. China AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.2.2. China AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.4.2.3. China AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.4.3. Japan
6.4.3.1. Japan AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.3.2. Japan AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.4.3.3. Japan AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.4.4. India
6.4.4.1. India AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.4.2. India AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.4.4.3. India AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.4.5. South Korea
6.4.5.1. South Korea AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.5.2. Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.4.5.3. South Korea AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.4.6. Australia
6.4.6.1. Australia AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.6.2. Australia AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.4.6.3. Australia AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.5. Latin America
6.5.1. Latin America AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5.1.1. Latin America AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.5.1.2. Latin America AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.5.1.3. Latin America AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.5.2. Brazil
6.5.2.1. Brazil AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5.2.2. Brazil AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.5.2.3. Brazil AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.6. Middle East and Africa
6.6.1. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.1.1. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.6.1.2. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.6.1.3. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.6.2. UAE
6.6.2.1. UAE AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.2.2. UAE AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.6.2.3. UAE AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.6.3. KSA
6.6.3.1. KSA AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.3.2. KSA AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.6.3.3. KSA AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
6.6.4. South Africa
6.6.4.1. South Africa AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.4.2. South Africa AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
6.6.4.3. South Africa AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
Chapter 7. Competitive Landscape
7.1. Recent Developments & Impact Analysis, By Key Market Participants
7.2. Vendor Landscape
7.2.1. Company categorization
7.2.2. List of Key Distributors and channel Partners
7.2.3. List of Potential Customers/Listing
7.3. Competitive Dynamics
7.3.1. Competitive Benchmarking
7.3.2. Strategy Mapping
7.3.3. Heat Map Analysis
7.4. Company Profiles/Listing
7.4.1. Alegion
7.4.1.1. Participant’s overview
7.4.1.2. Financial performance
7.4.1.3. Type benchmarking
7.4.1.4. Strategic initiatives
7.4.2. Amazon Web Services, Inc.
7.4.2.1. Participant’s overview
7.4.2.2. Financial performance
7.4.2.3. Type benchmarking
7.4.2.4. Strategic initiatives
7.4.3. Appen Limited
7.4.3.1. Participant’s overview
7.4.3.2. Financial performance
7.4.3.3. Type benchmarking
7.4.3.4. Strategic initiatives
7.4.4. Cogito Tech LLC
7.4.4.1. Participant’s overview
7.4.4.2. Financial performance
7.4.4.3. Type benchmarking
7.4.4.4. Strategic initiatives
7.4.5. Deep Vision Data
7.4.5.1. Participant’s overview
7.4.5.2. Financial performance
7.4.5.3. Type benchmarking
7.4.5.4. Strategic initiatives
7.4.6. Google, LLC (Kaggle)
7.4.6.1. Participant’s overview
7.4.6.2. Financial performance
7.4.6.3. Type benchmarking
7.4.6.4. Strategic initiatives
7.4.7. Lionbridge Technologies, Inc.
7.4.7.1. Participant’s overview
7.4.7.2. Financial performance
7.4.7.3. Type benchmarking
7.4.7.4. Strategic initiatives
7.4.8. Microsoft Corporation
7.4.8.1. Participant’s overview
7.4.8.2. Financial performance
7.4.8.3. Type benchmarking
7.4.8.4. Strategic initiatives
7.4.9. Samasource Inc.
7.4.9.1. Participant’s overview
7.4.9.2. Financial performance
7.4.9.3. Type benchmarking
7.4.9.4. Strategic initiatives
7.4.10. Scale AI Inc.
7.4.10.1. Participant’s overview
7.4.10.2. Financial performance
7.4.10.3. Type benchmarking
7.4.10.4. Strategic initiatives

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