
Training data is the textbook that will teach your AI to do its assigned task, and will be used over and over again to fine-tune its predictions and improve its success rate. Your AI will use training data in several different ways, all with the aim of improving the accuracy of its predictions. It does this through the variables contained in the data. By identifying these and evaluating their impact on the algorithm, data scientists can strengthen their AI through copious adjustments. The best data will be extremely rich in detail, capable of improving your AI after hundreds of training cycles by hinting at a wide range of variables that affect your algorithm.
The global market for AI Training Data was estimated to be worth US$ 1850 million in 2023 and is forecast to a readjusted size of US$ 8817.1 million by 2030 with a CAGR of 23.5% during the forecast period 2024-2030
As an important force driving a new round of scientific and technological revolution, artificial intelligence has been of national strategic importance. Many governments introduces polices and increase capital investment to support AI companies. The Digital Europe plan adopted by the European Union will allocate €9.2 billion on high-tech investments, such as supercomputing, artificial intelligence, and network security. In order to maintain its leading position, the United States will increase its investment in artificial intelligence research and development in non-defense fields, from US$1.6 billion to US$1.7 billion in 2022. According to the latest data released by IDC, global artificial intelligence revenue was US$432.8 billion in 2022, a year-on-year increase of 19.96%, including software, hardware and services.
Report Scope
This report aims to provide a comprehensive presentation of the global market for AI Training Data, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of AI Training Data by region & country, by Type, and by Application.
The AI Training Data market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI Training Data.
Market Segmentation
By Company
Google, LLC (Kaggle)
Appen Limited
Cogito Tech LLC
Lionbridge Technologies, Inc.
Amazon Web Services, Inc.
Microsoft Corporation
Scale AI, Inc.
Samasource Inc.
Alegion
Deep Vision Data
Segment by Type:
Text
Image/Video
Audio
Segment by Application
IT
Automotive
Government
Healthcare
BFSI
Retail & E-commerce
Others
By Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Turkey
Saudi Arabia
UAE
Chapter Outline
Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 2: Detailed analysis of AI Training Data manufacturers competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: 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 4: 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 5: Revenue of AI Training Data 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 each country in the world.
Chapter 6: Revenue of AI Training Data in country level. It provides sigmate data by Type, and by Application for each country/region.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Conclusion.
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1 Market Overview
1.1 AI Training Data Product Introduction
1.2 Global AI Training Data Market Size Forecast
1.3 AI Training Data Market Trends & Drivers
1.3.1 AI Training Data Industry Trends
1.3.2 AI Training Data Market Drivers & Opportunity
1.3.3 AI Training Data Market Challenges
1.3.4 AI Training Data Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global AI Training Data Players Revenue Ranking (2023)
2.2 Global AI Training Data Revenue by Company (2019-2024)
2.3 Key Companies AI Training Data Manufacturing Base Distribution and Headquarters
2.4 Key Companies AI Training Data Product Offered
2.5 Key Companies Time to Begin Mass Production of AI Training Data
2.6 AI Training Data Market Competitive Analysis
2.6.1 AI Training Data Market Concentration Rate (2019-2024)
2.6.2 Global 5 and 10 Largest Companies by AI Training Data Revenue in 2023
2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Training Data as of 2023)
2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
3.1 Introduction by Type
3.1.1 Text
3.1.2 Image/Video
3.1.3 Audio
3.2 Global AI Training Data Sales Value by Type
3.2.1 Global AI Training Data Sales Value by Type (2019 VS 2023 VS 2030)
3.2.2 Global AI Training Data Sales Value, by Type (2019-2030)
3.2.3 Global AI Training Data Sales Value, by Type (%) (2019-2030)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 IT
4.1.2 Automotive
4.1.3 Government
4.1.4 Healthcare
4.1.5 BFSI
4.1.6 Retail & E-commerce
4.1.7 Others
4.2 Global AI Training Data Sales Value by Application
4.2.1 Global AI Training Data Sales Value by Application (2019 VS 2023 VS 2030)
4.2.2 Global AI Training Data Sales Value, by Application (2019-2030)
4.2.3 Global AI Training Data Sales Value, by Application (%) (2019-2030)
5 Segmentation by Region
5.1 Global AI Training Data Sales Value by Region
5.1.1 Global AI Training Data Sales Value by Region: 2019 VS 2023 VS 2030
5.1.2 Global AI Training Data Sales Value by Region (2019-2024)
5.1.3 Global AI Training Data Sales Value by Region (2025-2030)
5.1.4 Global AI Training Data Sales Value by Region (%), (2019-2030)
5.2 North America
5.2.1 North America AI Training Data Sales Value, 2019-2030
5.2.2 North America AI Training Data Sales Value by Country (%), 2023 VS 2030
5.3 Europe
5.3.1 Europe AI Training Data Sales Value, 2019-2030
5.3.2 Europe AI Training Data Sales Value by Country (%), 2023 VS 2030
5.4 Asia Pacific
5.4.1 Asia Pacific AI Training Data Sales Value, 2019-2030
5.4.2 Asia Pacific AI Training Data Sales Value by Country (%), 2023 VS 2030
5.5 South America
5.5.1 South America AI Training Data Sales Value, 2019-2030
5.5.2 South America AI Training Data Sales Value by Country (%), 2023 VS 2030
5.6 Middle East & Africa
5.6.1 Middle East & Africa AI Training Data Sales Value, 2019-2030
5.6.2 Middle East & Africa AI Training Data Sales Value by Country (%), 2023 VS 2030
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions AI Training Data Sales Value Growth Trends, 2019 VS 2023 VS 2030
6.2 Key Countries/Regions AI Training Data Sales Value
6.3 United States
6.3.1 United States AI Training Data Sales Value, 2019-2030
6.3.2 United States AI Training Data Sales Value by Type (%), 2023 VS 2030
6.3.3 United States AI Training Data Sales Value by Application, 2023 VS 2030
6.4 Europe
6.4.1 Europe AI Training Data Sales Value, 2019-2030
6.4.2 Europe AI Training Data Sales Value by Type (%), 2023 VS 2030
6.4.3 Europe AI Training Data Sales Value by Application, 2023 VS 2030
6.5 China
6.5.1 China AI Training Data Sales Value, 2019-2030
6.5.2 China AI Training Data Sales Value by Type (%), 2023 VS 2030
6.5.3 China AI Training Data Sales Value by Application, 2023 VS 2030
6.6 Japan
6.6.1 Japan AI Training Data Sales Value, 2019-2030
6.6.2 Japan AI Training Data Sales Value by Type (%), 2023 VS 2030
6.6.3 Japan AI Training Data Sales Value by Application, 2023 VS 2030
6.7 South Korea
6.7.1 South Korea AI Training Data Sales Value, 2019-2030
6.7.2 South Korea AI Training Data Sales Value by Type (%), 2023 VS 2030
6.7.3 South Korea AI Training Data Sales Value by Application, 2023 VS 2030
6.8 Southeast Asia
6.8.1 Southeast Asia AI Training Data Sales Value, 2019-2030
6.8.2 Southeast Asia AI Training Data Sales Value by Type (%), 2023 VS 2030
6.8.3 Southeast Asia AI Training Data Sales Value by Application, 2023 VS 2030
6.9 India
6.9.1 India AI Training Data Sales Value, 2019-2030
6.9.2 India AI Training Data Sales Value by Type (%), 2023 VS 2030
6.9.3 India AI Training Data Sales Value by Application, 2023 VS 2030
7 Company Profiles
7.1 Google, LLC (Kaggle)
7.1.1 Google, LLC (Kaggle) Profile
7.1.2 Google, LLC (Kaggle) Main Business
7.1.3 Google, LLC (Kaggle) AI Training Data Products, Services and Solutions
7.1.4 Google, LLC (Kaggle) AI Training Data Revenue (US$ Million) & (2019-2024)
7.1.5 Google, LLC (Kaggle) Recent Developments
7.2 Appen Limited
7.2.1 Appen Limited Profile
7.2.2 Appen Limited Main Business
7.2.3 Appen Limited AI Training Data Products, Services and Solutions
7.2.4 Appen Limited AI Training Data Revenue (US$ Million) & (2019-2024)
7.2.5 Appen Limited Recent Developments
7.3 Cogito Tech LLC
7.3.1 Cogito Tech LLC Profile
7.3.2 Cogito Tech LLC Main Business
7.3.3 Cogito Tech LLC AI Training Data Products, Services and Solutions
7.3.4 Cogito Tech LLC AI Training Data Revenue (US$ Million) & (2019-2024)
7.3.5 Lionbridge Technologies, Inc. Recent Developments
7.4 Lionbridge Technologies, Inc.
7.4.1 Lionbridge Technologies, Inc. Profile
7.4.2 Lionbridge Technologies, Inc. Main Business
7.4.3 Lionbridge Technologies, Inc. AI Training Data Products, Services and Solutions
7.4.4 Lionbridge Technologies, Inc. AI Training Data Revenue (US$ Million) & (2019-2024)
7.4.5 Lionbridge Technologies, Inc. Recent Developments
7.5 Amazon Web Services, Inc.
7.5.1 Amazon Web Services, Inc. Profile
7.5.2 Amazon Web Services, Inc. Main Business
7.5.3 Amazon Web Services, Inc. AI Training Data Products, Services and Solutions
7.5.4 Amazon Web Services, Inc. AI Training Data Revenue (US$ Million) & (2019-2024)
7.5.5 Amazon Web Services, Inc. Recent Developments
7.6 Microsoft Corporation
7.6.1 Microsoft Corporation Profile
7.6.2 Microsoft Corporation Main Business
7.6.3 Microsoft Corporation AI Training Data Products, Services and Solutions
7.6.4 Microsoft Corporation AI Training Data Revenue (US$ Million) & (2019-2024)
7.6.5 Microsoft Corporation Recent Developments
7.7 Scale AI, Inc.
7.7.1 Scale AI, Inc. Profile
7.7.2 Scale AI, Inc. Main Business
7.7.3 Scale AI, Inc. AI Training Data Products, Services and Solutions
7.7.4 Scale AI, Inc. AI Training Data Revenue (US$ Million) & (2019-2024)
7.7.5 Scale AI, Inc. Recent Developments
7.8 Samasource Inc.
7.8.1 Samasource Inc. Profile
7.8.2 Samasource Inc. Main Business
7.8.3 Samasource Inc. AI Training Data Products, Services and Solutions
7.8.4 Samasource Inc. AI Training Data Revenue (US$ Million) & (2019-2024)
7.8.5 Samasource Inc. Recent Developments
7.9 Alegion
7.9.1 Alegion Profile
7.9.2 Alegion Main Business
7.9.3 Alegion AI Training Data Products, Services and Solutions
7.9.4 Alegion AI Training Data Revenue (US$ Million) & (2019-2024)
7.9.5 Alegion Recent Developments
7.10 Deep Vision Data
7.10.1 Deep Vision Data Profile
7.10.2 Deep Vision Data Main Business
7.10.3 Deep Vision Data AI Training Data Products, Services and Solutions
7.10.4 Deep Vision Data AI Training Data Revenue (US$ Million) & (2019-2024)
7.10.5 Deep Vision Data Recent Developments
8 Industry Chain Analysis
8.1 AI Training Data Industrial Chain
8.2 AI Training Data Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customers Analysis)
8.5 Sales Model and Sales Channels
8.5.1 AI Training Data Sales Model
8.5.2 Sales Channel
8.5.3 AI Training Data Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer
Google, LLC (Kaggle)
Appen Limited
Cogito Tech LLC
Lionbridge Technologies, Inc.
Amazon Web Services, Inc.
Microsoft Corporation
Scale AI, Inc.
Samasource Inc.
Alegion
Deep Vision Data
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*If Applicable.
