市場調査レポート

商品コード

1678095

AIトレーニングデータセット市場規模、シェア、成長分析：タイプ別、展開モード別、エンドユーザー別、地域別 - 産業予測 2025～2032年

AI Training Dataset Market Size, Share, and Growth Analysis, By Type (Text, Audio), By Deployment Mode (On-Premises, Cloud), By End User, By Region - Industry Forecast 2025-2032

出版日: 2025年03月07日
発行: SkyQuest
ページ情報: 英文 198 Pages
納期: 3～5営業日

価格

PDF & Excel (Single User License)

USD 5,300 763,518円

レポートPDF・Excelを1 名様のみがご利用頂けるライセンスです。PDF・Excell内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します

PDF & Excel (Multiple User License)

USD 6,200 893,172円

レポートPDF・Excel2-5名様までがご利用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

PDF & Excel (Enterprise License)

USD 7,100 1,022,826円

レポートPDF・Excelを同一企業に所属の全世界の方にご使用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

価格表記: USDを日本円(税抜)に換算

本日の銀行送金レート: 1USD=144.06円

全表示
概要
目次

概要

サンプル依頼リストに入れる

AIトレーニングデータセット市場規模は、2023年に21億米ドルと評価され、2024年の25億3,000万米ドルから2032年には110億8,000万米ドルに成長し、予測期間（2025-2032年）のCAGRは20.3％で成長する見通しです。

世界のAIトレーニングデータセット業界は、機械学習モデルのトレーニングに不可欠な高品質データに対する需要の急増に後押しされ、著しい成長を遂げています。さまざまな分野の企業が、AIアプリケーションのパフォーマンスと精度を高めるために、十分にキュレーションされたデータセットの価値を認識するようになっています。このような市場の拡大には、多様で代表的なデータの必要性が後押ししており、企業は公開データセットと専有データセットの両方を活用しています。AIアプリケーションの普及に伴い、膨大な量の高品質データへの需要が高まり、データ収集、アノテーション、管理プラットフォームへの投資が促進されています。クラウドソーシング、自動ラベリング、合成データ生成などの革新的なテクノロジーは、この需要に応えるために導入され、データベンダーとアノテーターの強固なエコシステムを構築しています。専門的かつ倫理的なデータセットに注力することで、AIのイノベーションが正確で偏りのないものとなります。

北米
- 米国
- カナダ
欧州
- ドイツ
- スペイン
- フランス
- 英国
- イタリア
- その他欧州地域
アジア太平洋地域
- 中国
- インド
- 日本
- 韓国
- その他アジア太平洋地域
ラテンアメリカ
- ブラジル
- その他ラテンアメリカ地域
中東・アフリカ
- GCC諸国
- 南アフリカ
- その他中東・アフリカ

競合情報

上位5社の比較
主要企業の市場ポジショニング（2024年）
主な市場企業が採用した戦略
最近の市場動向
企業の市場シェア分析（2024年）
主要企業の企業プロファイル
- 企業の詳細
- 製品ポートフォリオ分析
- 企業のセグメント別シェア分析
- 収益の前年比比較（2022-2024）

主要企業プロファイル

Scale AI（USA）
CloudFactory（UK）
iMerit Technology（USA）
Samasource（USA）
Alegion（USA）
DefinedCrowd（USA）
Amazon Mechanical Turk（USA）
Google AI（USA）
Microsoft Azure（USA）
IBM Watson（USA）
Baidu AI（China）
Tencent AI（China）
Alibaba Cloud（China）
Hivemind（USA）
LXT（USA）

結論と提言

Product Code: SQMIG45A2502

AI Training Dataset Market size was valued at USD 2.1 billion in 2023 and is poised to grow from USD 2.53 billion in 2024 to USD 11.08 billion by 2032, growing at a CAGR of 20.3% during the forecast period (2025-2032).

The global AI training dataset industry is experiencing remarkable growth, propelled by the surging demand for high-quality data essential for training machine learning models. Companies across diverse sectors are increasingly recognizing the value of well-curated datasets to enhance the performance and accuracy of AI applications. This market expansion is fueled by the need for diverse and representative data, with organizations leveraging both public and proprietary datasets. As AI applications proliferate, the demand for vast volumes of quality data intensifies, driving investments in data collection, annotation, and management platforms. Innovative technologies such as crowdsourcing, automated labeling, and synthetic data generation are being deployed to meet this demand, solidifying a robust ecosystem of data vendors and annotators. This focus on specialized and ethical datasets ensures that AI innovations remain accurate and unbiased.

Top-down and bottom-up approaches were used to estimate and validate the size of the Ai Training Dataset market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Ai Training Dataset Market Segments Analysis

Global AI Training Dataset Market is segmented by Type, Deployment Mode, End User and region. Based on Type, the market is segmented into Text, Audio, Image, Video and Others. Based on Deployment Mode, the market is segmented into On-Premises and Cloud. Based on End User, the market is segmented into IT and Telecommunications, Retail and Consumer Goods, Healthcare, Automotive, BFSI and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Ai Training Dataset Market

The AI Training Dataset market is poised for significant growth, primarily driven by the rise of big data, which requires extensive data collection, storage, and analysis. As organizations recognize the importance of harnessing large volumes of data, there is an increasing emphasis on monitoring and refining the computational models linked to big data. This heightened focus propels the rapid adoption of artificial intelligence solutions by end-users who seek to improve their analytical capabilities. Consequently, the demand for high-quality training datasets is surging as businesses aim to enhance their AI models and leverage data-driven insights for improved decision-making.

Restraints in the Ai Training Dataset Market

The AI Training Dataset market faces several limitations, particularly in the Asia-Pacific region, where stringent regulations on personal data protection pose significant challenges for data collection. For example, Japan's Act on the Protection of Personal Information prohibits the transfer of sensitive personal data to unauthorized entities or locations, thereby constraining the availability of training datasets. Additionally, the improper classification of data further hinders market growth, creating obstacles for companies seeking to compile comprehensive and accurate datasets necessary for effective AI training. These regulatory and classification challenges may impede progress and innovation within the industry.

Market Trends of the Ai Training Dataset Market

The AI training dataset market is experiencing a dynamic surge driven by the proliferation of digital content across various industry verticals. The rising usage of smartphones and digital cameras has resulted in an explosion of photographs and videos, which are vital for developing advanced AI models. Companies are leveraging abundant web content, employing data annotation techniques to enhance service offerings, while unstructured data from Electronic Health Record (EHR) systems is emerging as a cornerstone for clinical research. This trend highlights the growing reliance on curated training datasets, positioning them as essential assets for organizations seeking innovation and improved operational efficiencies in an increasingly data-reliant landscape.

Introduction

Objectives of the Study
Scope of the Report
Definitions

Research Methodology

Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Overview
Market Size
Market Dynamics
- Drivers & Opportunities
- Restraints & Challenges
Porters Analysis
- Competitive rivalry
- Threat of substitute
- Bargaining power of buyers
- Threat of new entrants
- Bargaining power of suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Market Attractiveness Index, 2024
PESTEL Analysis
Macro-Economic Indicators
Value Chain Analysis
Pricing Analysis
Regulatory Landscape
Case Studies
Technological Advancement

Global AI Training Dataset Market Size by Type & CAGR (2025-2032)

Market Overview
Text
Audio
Image
Video
Others

Global AI Training Dataset Market Size by Deployment Mode & CAGR (2025-2032)

Market Overview
On-Premises
Cloud

Global AI Training Dataset Market Size by End User & CAGR (2025-2032)

Market Overview
IT and Telecommunications
Retail and Consumer Goods
Healthcare
Automotive
BFSI
Others

Global AI Training Dataset Market Size & CAGR (2025-2032)

North America (Type, Deployment Mode, End User)
- US
- Canada
Europe (Type, Deployment Mode, End User)
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific (Type, Deployment Mode, End User)
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America (Type, Deployment Mode, End User)
- Brazil
- Rest of Latin America
Middle East & Africa (Type, Deployment Mode, End User)
- GCC Countries
- South Africa
- Rest of Middle East & Africa

Competitive Intelligence

Top 5 Player Comparison
Market Positioning of Key Players, 2024
Strategies Adopted by Key Market Players
Recent Developments in the Market
Company Market Share Analysis, 2024
Company Profiles of All Key Players
- Company Details
- Product Portfolio Analysis
- Company's Segmental Share Analysis
- Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

Scale AI (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
CloudFactory (UK)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
iMerit Technology (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Samasource (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alegion (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
DefinedCrowd (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Amazon Mechanical Turk (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google AI (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Azure (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
IBM Watson (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Baidu AI (China)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tencent AI (China)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alibaba Cloud (China)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hivemind (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
LXT (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments

AIトレーニングデータセット市場規模、シェア、成長分析：タイプ別、展開モード別、エンドユーザー別、地域別 - 産業予測 2025～2032年

AI Training Dataset Market Size, Share, and Growth Analysis, By Type (Text, Audio), By Deployment Mode (On-Premises, Cloud), By End User, By Region - Industry Forecast 2025-2032

目次

イントロダクション

調査手法

エグゼクティブサマリー

市場力学と見通し

主な市場の考察

AIトレーニングデータセット市場規模：タイプ別& CAGR（2025-2032）

AIトレーニングデータセット市場規模：展開モード別& CAGR（2025-2032）

AIトレーニングデータセット市場規模：エンドユーザー別& CAGR（2025-2032）

AIトレーニングデータセット市場規模：地域別& CAGR（2025-2032）