PUBLISHER: Polaris Market Research | PRODUCT CODE: 1478690
PUBLISHER: Polaris Market Research | PRODUCT CODE: 1478690
U.S AI Training Dataset Market Share, Size, Trends, Industry Analysis Report, By Type (Audio, Image/Video, Text); By Vertical; Segment Forecast, 2024 - 2032
The U.S. AI Training Dataset market size is expected to reach USD 2,137.26 Million by 2032, according to a new study by Polaris Market Research. The report "U.S AI Training Dataset Market Share, Size, Trends, Industry Analysis Report, By Type (Audio, Image/Video, Text); By Vertical; Segment Forecast, 2024 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.
Artificial intelligence (AI) has application in machine learning, empowering systems to learn from experience without explicit programming autonomously. Machine learning is centered on developing software capable of acquiring and utilizing data to derive insights independently. The data utilized for constructing a machine learning model is termed AI training data. Additionally, the training dataset, data on regression coefficients, learning group, and terms training set are also attributed to AI training data.
Moreover, the rapid expansion of factors like machine learning and intelligence, coupled with the generation of vast volumes of data and technological advancements, predominantly propel the growth of the AI training dataset market. Nonetheless, limited technological expertise in developing regions poses a hindrance to market growth to some degree. Furthermore, the broadening scope of training datasets across various business verticals is anticipated to offer lucrative opportunities for the forecasted U.S. AI training dataset market.
The emergence of the COVID-19 pandemic has spurred advancements in the utilization of apps and technology across various industries. Furthermore, it has accelerated the adoption of AI in sectors such as healthcare, intensifying the operational challenges faced by all sectors due to the crisis. In response, AI-based tools and solutions have seen widespread adoption across industries. Major market players are focusing on digital transformation, leading to a surge in demand for AI solutions. Consequently, these factors contribute to the favorable impact of the COVID-19 pandemic on the market for AI training datasets. Moreover, businesses have increasingly relied on sophisticated analytics and other AI-based technologies to ensure operational continuity during the pandemic. This growing reliance on cutting-edge technologies is expected to propel market growth in the foreseeable future further. Additionally, several sectors, including IT & automotive, healthcare, and e-commerce, are poised to expedite the adoption of AI training datasets, suggesting a faster expansion of the market during the forecast period.
AI Training Dataset Market Report Highlights
The U.S. AI training dataset market revenue share is dominated by the image/video segment in 2023, owing to the rising adoption of applications and the introduction of innovative datasets.
Throughout the forecasted period, the automotive segment has emerged as the leading revenue contributor and is poised for significant growth, notably fueled by the rising prevalence of autonomous vehicles.
The global key market players include Alegion, Amazon Web Services, Inc., Appen Limited, Cogito Tech LLC, Deep Vision Data, Google, LLC (Kaggle), Lionbridge Technologies, Inc., Microsoft Corporation, Samasource Inc., Scale AI Inc.
Polaris Market Research has segmented the U.S. AI Training Dataset market report based on type and vertical:
U.S. AI Training Dataset, Type Outlook (Revenue - USD Million, 2019 - 2032)
- Audio
- Image/Video
- Text
U.S. AI Training Dataset, Vertical Outlook (Revenue - USD Million, 2019 - 2032)
- Automotive
- Healthcare
- Retail & E-commerce
- BFSI
- Government
- IT
- Others
Table of Contents
1. Introduction
- 1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
- 1.2. Stakeholders
2. Executive Summary
- 2.1. Market Highlights
3. Research Methodology
- 3.1. Overview
- 3.1.1. Data Mining
- 3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources
4. U.S. AI Training Dataset Market Insights
- 4.1. U.S. AI Training Dataset Market - Industry Snapshot
- 4.2. U.S. AI Training Dataset Market Dynamics
- 4.2.1. Drivers and Opportunities
- 4.2.1.1. Expeditious Expansion of AI and Machine Learning
- 4.2.1.2. Increasing utilization of training datasets across a wide range of industry sectors
- 4.2.2. Restraints and Challenges
- 4.2.2.1. Legal and ethical issues
- 4.2.1. Drivers and Opportunities
- 4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
- 4.4. PESTLE Analysis
- 4.5. U.S. AI Training Dataset Industry trends
- 4.6. Value Chain Analysis
- 4.7. COVID-19 Impact Analysis
5. U.S. AI Training Dataset Market, by Type
- 5.1. Key Findings
- 5.2. Introduction
- 5.2.1. U.S. AI Training Dataset, by Type, 2019-2032 (USD Million)
- 5.3. Audio
- 5.3.1. U.S. AI Training Dataset Market, by Audio, 2019-2032 (USD Million)
- 5.4. Image/Video
- 5.4.1. U.S. AI Training Dataset Market, by Image/Video, 2019-2032 (USD Million)
- 5.5. Text
- 5.5.1. U.S. AI Training Dataset Market, by Text, 2019-2032 (USD Million)
6. U.S. AI Training Dataset Market, by Vertical
- 6.1. Key Findings
- 6.2. Introduction
- 6.2.1. U.S. AI Training Dataset Market, by Vertical, 2019-2032 (USD Million)
- 6.3. Automotive
- 6.3.1. U.S. AI Training Dataset Market, by Automotive, 2019-2032 (USD Million)
- 6.4. Healthcare
- 6.4.1. U.S. AI Training Dataset Market, by Healthcare, 2019-2032 (USD Million)
- 6.5. Retail & E-commerce
- 6.5.1. U.S. AI Training Dataset Market, by Retail & E-commerce, 2019-2032 (USD Million)
- 6.6. BFSI
- 6.6.1. U.S. AI Training Dataset Market, by BFSI, 2019-2032 (USD Million)
- 6.7. Government
- 6.7.1. U.S. AI Training Dataset Market, by Government, 2019-2032 (USD Million)
- 6.8. IT
- 6.8.1. U.S. AI Training Dataset Market, by IT, 2019-2032 (USD Million)
- 6.9. Others
- 6.9.1. U.S. AI Training Dataset Market, by Others, 2019-2032 (USD Million)
7. Competitive Landscape
- 7.1. Expansion and Acquisition Analysis
- 7.1.1. Expansion
- 7.1.2. Acquisitions
- 7.2. Partnerships/Collaborations/Agreements/Exhibitions
8. Company Profiles
- 8.1. Alegion
- 8.1.1. Company Overview
- 8.1.2. Financial Performance
- 8.1.3. Type Benchmarking
- 8.1.4. Recent Development
- 8.2. Amazon Web Services, Inc
- 8.2.1. Company Overview
- 8.2.2. Financial Performance
- 8.2.3. Type Benchmarking
- 8.2.4. Recent Development
- 8.3. Appen Limited
- 8.3.1. Company Overview
- 8.3.2. Financial Performance
- 8.3.3. Type Benchmarking
- 8.3.4. Recent Development
- 8.4. Cogito Tech LLC
- 8.4.1. Company Overview
- 8.4.2. Financial Performance
- 8.4.3. Type Benchmarking
- 8.4.4. Recent Development
- 8.5. Deep Vision Data
- 8.5.1. Company Overview
- 8.5.2. Financial Performance
- 8.5.3. Type Benchmarking
- 8.5.4. Recent Development
- 8.6. Google, LLC (Kaggle)
- 8.6.1. Company Overview
- 8.6.2. Financial Performance
- 8.6.3. Type Benchmarking
- 8.6.4. Recent Development
- 8.7. Lionbridge Technologies, Inc
- 8.7.1. Company Overview
- 8.7.2. Financial Performance
- 8.7.3. Type Benchmarking
- 8.7.4. Recent Development
- 8.8. Microsoft Corporation
- 8.8.1. Company Overview
- 8.8.2. Financial Performance
- 8.8.3. Type Benchmarking
- 8.8.4. Recent Development
- 8.9. Samasource Inc
- 8.9.1. Company Overview
- 8.9.2. Financial Performance
- 8.9.3. Type Benchmarking
- 8.9.4. Recent Development
- 8.10. Scale AI Inc
- 8.10.1. Company Overview
- 8.10.2. Financial Performance
- 8.10.3. Type Benchmarking
- 8.10.4. Recent Development
List of Tables
- Table 1 U.S. AI Training Dataset Market, by Vertical, 2019-2032 (USD Million)
- Table 2 U.S. AI Training Dataset Market, by Type, 2019-2032 (USD Million)
List of Figures
- Figure 1 U.S. AI Training Dataset Market, 2019-2032 (USD Million)
- Figure 2 Integrated Ecosystem
- Figure 3 Research Methodology: Top-Down & Bottom-Up Approach
- Figure 4 Porter's Five Forces
- Figure 5 Market by Vertical
- Figure 6 U.S. AI Training Dataset Market, by Vertical, 2021 & 2030 (USD Million)
- Figure 7 Market by Type
- Figure 8 U.S. AI Training Dataset Market, by Type, 2021 & 2030 (USD Million)
- Figure 9 Strategic Analysis - U.S. AI Training Dataset Market
