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市場調查報告書
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1710320

2025年全球生成式AI（AI）市場資料標籤解決方案與服務報告

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 200 Pages | 商品交期: 2-10個工作天內

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簡介目錄

預計未來幾年資料標籤解決方案和服務中的生成式AI(AI) 市場規模將呈指數級成長。到 2029 年，這一數字將成長至 464 億美元，複合年成長率為 24.5%。預測期內的成長可歸因於人工智慧應用的擴展、電子商務和數位平台的成長、不斷發展的人工智慧研發、對低資源語言和方言的支援以及針對特定產業需求的客製化。預測期內的主要趨勢包括高級資料增強、人工智慧輔助群眾外包、與機器學習操作的整合、增強的物件識別以及高級自然語言處理 (NLP) 模型。

預計資料量的增加將顯著推動資料標籤解決方案和服務中產生人工智慧 (AI) 市場的成長。資料量的爆炸性成長是由於數位技術的廣泛採用，這些技術從社交媒體、物聯網設備和線上交易等各種來源產生和收集大量資訊。生成式 AI資料標記解決方案和服務透過自動建立高品質的註釋的資料集來解決不斷成長的資料量。這種自動化加速了機器學習模型的訓練，同時減少了通常與手動標記相關的時間和成本。例如，英國2022年商業數據調查報告顯示，到2022年，85%的英國企業將管理數位資料，高於2021年的81%，凸顯了對資料管理的日益依賴。

生成式人工智慧資料標記解決方案和服務市場的主要企業正專注於開發先進的解決方案，以增強其資料標記能力並滿足日益成長的需求。其中一項創新是引入內部生成式人工智慧服務，其中包括內部開發和維護的系統和平台，以創建和利用人工智慧模型來產生內容和資料。一個值得注意的例子是日本化學品製造商住友化學於 2023 年 10 月推出的 ChatSCC。該平台旨在提高公司約 6,500 名員工的工作效率，並最佳化其專有資料的使用。該平台具有對話中的即時情緒分析功能，使用戶能夠判斷情緒基調並做出有效回應，以增強參與和溝通。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場 - 宏觀經濟情景，包括利率、感染疾病、地緣政治、新冠疫情、經濟復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球資料標籤解決方案和服務中的生成式AI（AI）PESTEL分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
  • 最終用途產業分析
  • 全球資料標籤解決方案和服務市場中的生成式AI（AI）：成長率分析
  • 全球生成式AI(AI)資料標籤解決方案與服務市場表現：規模與成長，2019-2024 年
  • 全球資料標籤解決方案與服務中的生成式AI(AI) 市場預測：規模與成長，2024-2029 年，2034 年
  • 全球生成式AI(AI)資料標籤解決方案和服務總目標市場 (TAM)

第6章市場區隔

  • 全球生成式AI(AI) 市場在資料標籤解決方案和服務中的類型、效能和預測（2019-2024 年、2024-2029 年及 2034 年）
  • 基於音訊
  • 基於圖像或影片
  • 基於文字
  • 全球生成式AI(AI)資料標籤解決方案和服務市場（按標籤類型、實際和預測），2019-2024 年、2024-2029 年、2034 年
  • 自動的
  • 手動的
  • 半監督
  • 全球生成式AI(AI)資料標籤解決方案和服務市場（按採購類型、實際及預測），2019-2024 年、2024-2029 年、2034 年
  • 內部
  • 外包
  • 全球生成式AI(AI)資料標籤解決方案與服務市場（按產業垂直分類），2019-2024 年、2024-2029 年、2034 年
  • 車
  • 金融服務
  • 政府
  • 衛生保健
  • 資訊科技（IT）資料
  • 零售
  • 其他行業
  • 全球生成式AI(AI) 市場資料標籤解決方案和服務（基於音訊）細分市場（按類型、實際值和預測），2019-2024 年、2024-2029 年、2034 年
  • 語音辨識
  • 音訊轉錄
  • 聲音分類
  • 語音註釋
  • 全球生成式AI(AI) 市場資料標籤解決方案和服務（基於圖像或視訊）細分（按類型、實際和預測），2019-2024 年、2024-2029 年、2034 年
  • 物體偵測
  • 影像分割
  • 影片註釋
  • 臉部辨識
  • 全球生成式AI(AI) 市場資料標籤解決方案和服務、基於文字的細分、按類型、實際和預測，2019-2024 年、2024-2029 年、2034 年
  • 情緒分析
  • 命名實體識別 (NER)
  • 文字分類
  • 文件註釋

第7章 區域和國家分析

  • 全球生成式AI(AI)資料標籤解決方案與服務市場（按地區分類），2019-2024 年、2024-2029 年、2034 年
  • 全球生成式AI(AI)資料標籤解決方案和服務市場（按國家/地區、績效及預測）2019-2024 年、2024-2029 年及 2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章競爭格局與公司概況

  • 資料標籤解決方案和服務市場中的生成式AI（AI）：競爭格局
  • 資料標籤解決方案和服務市場中的生成式AI（AI）：公司簡介
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • CloudFactory Limited Overview, Products and Services, Strategy and Financial Analysis
    • iMerit Technology Services Pvt. Ltd. Overview, Products and Services, Strategy and Financial Analysis
    • Quantiphi Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Samasource Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型創新企業

  • Appen Limited
  • DataRobot Inc.
  • Scale AI Inc.
  • Cogito Technologies Pvt. Ltd.
  • Clarify Inc.
  • Osiz Technologies Private Limited
  • Clickworker GmbH
  • Snorkel AI Inc.
  • Labelbox Inc.
  • V7 Lab Inc.
  • SuperAnnotate Inc.
  • Dataloop AI Ltd.
  • Prolific Ltd.
  • Superb AI Inc.
  • Roboflow Inc.

第 32 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第 35 章 高市場潛力國家、細分市場與策略

  • 2029 年資料標籤解決方案與服務市場中的生成式AI(AI)：提供新機會的國家
  • 2029 年資料標籤解決方案和服務市場中的生成式AI(AI)：細分市場將帶來新機會
  • 2029 年資料標籤解決方案與服務市場中的生成式AI(AI)：成長策略
    • 基於市場趨勢的策略
    • 競爭對手的策略

第36章 附錄

簡介目錄
Product Code: r31899

Generative artificial intelligence (AI) in data labeling solutions and services refers to the application of advanced AI models to assist in or automate the data labeling process. This approach utilizes sophisticated machine learning algorithms to automatically assign accurate labels to large volumes of data, thereby accelerating the labeling process and enhancing the overall quality and consistency of labeled datasets.

The primary types of generative artificial intelligence (AI) in data labeling solutions and services include audio-based, image or video-based, and text-based labeling. Audio-based generative AI refers to the use of AI models to automatically generate, transcribe, and label audio data for training machine learning algorithms, which improves the efficiency and accuracy of the annotation processes. Labeling methods can be categorized into automatic, manual, and semi-supervised approaches, with sourcing options available as in-house or outsourced. These solutions are employed across various industries, including automotive, financial services, government, healthcare, information technology (IT), retail, and others.

The generative artificial intelligence (AI) in data labeling solution and services market research report is one of a series of new reports from The Business Research Company that provides generative artificial intelligence (AI) in data labeling solution and services market statistics, including the generative artificial intelligence (AI) in data labeling solution and services industry's global market size, regional shares, competitors with a generative artificial intelligence (AI) in data labeling solution and services market share, detailed generative artificial intelligence (AI) in data labeling solution and services market segments, market trends and opportunities, and any further data you may need to thrive in the generative artificial intelligence (AI) in data labeling solution and services industry. This generative artificial intelligence (AI) in data labeling solution and services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The generative artificial intelligence (AI) in data labeling solution and services market size has grown exponentially in recent years. It will grow from $15.5 billion in 2024 to $19.34 billion in 2025 at a compound annual growth rate (CAGR) of 24.7%. The growth in the historic period can be attributed to increasing demand for cost-effectiveness, increasing Investment in AI startups, increasing demand for real-time data processing, increasing focus on data security, and increasing focus on AI ethics.

The generative artificial intelligence (AI) in data labeling solution and services market size is expected to see exponential growth in the next few years. It will grow to $46.4 billion in 2029 at a compound annual growth rate (CAGR) of 24.5%. The growth in the forecast period can be attributed to the expansion of AI applications, growth of e-commerce and digital platforms, the evolution of AI research and development, support for low-resource languages and dialects, and customization for industry-specific needs. Major trends in the forecast period include advanced data augmentation, crowdsourcing with AI assistance, integration with machine learning ops, enhanced object recognition, and advanced natural language processing (NLP) models.

The increasing volume of data is anticipated to significantly drive the growth of the generative artificial intelligence (AI) in data labeling solutions and services market. This surge in data volume results from the widespread adoption of digital technologies that generate and collect vast amounts of information from diverse sources, including social media, IoT devices, and online transactions. Generative AI data labeling solutions and services address this growing volume by automating the creation of high-quality, annotated datasets. This automation accelerates the training of machine learning models while reducing the time and costs typically associated with manual labeling. For example, the UK Business Data Survey 2022 reported that 85% of UK businesses managed digital data in 2022, an increase from 81% in 2021, highlighting the growing reliance on data management.

Major companies in the generative AI data labeling solutions and services market are focusing on developing advanced solutions to enhance their data labeling capabilities and meet the rising demand. One such innovation is the implementation of in-house generative AI services, which involve systems or platforms developed and maintained internally to create and utilize AI models for generating content and data. A notable instance occurred in October 2023 when Sumitomo Chemical Co., Ltd., a Japan-based chemical manufacturer, launched ChatSCC. This platform is designed to boost productivity and optimize the utilization of proprietary data among its approximately 6,500 employees. It features real-time sentiment analysis within conversations, allowing users to gauge emotional tones and respond effectively, thereby enhancing engagement and communication.

In June 2024, TDCX, a Singapore-based provider of digital customer experience solutions, partnered with SUPA to improve the accuracy and efficiency of data labeling processes. This collaboration aims to empower companies to effectively train their AI models and unlock greater business value by integrating advanced technology with human expertise. SUPA, a Malaysia-based developer of data labeling platforms, utilizes generative AI in its solutions and services.

Major companies operating in the generative artificial intelligence (AI) in data labeling solution and services market are Microsoft Corporation, CloudFactory Limited, iMerit Technology Services Pvt. Ltd., Quantiphi Inc., Samasource Inc., Appen Limited, DataRobot Inc., Scale AI Inc., Cogito Technologies Pvt. Ltd., Clarify Inc., Osiz Technologies Private Limited, Clickworker GmbH, Snorkel AI Inc., Labelbox Inc., V7 Lab Inc., SuperAnnotate Inc., Dataloop AI Ltd., Prolific Ltd., Superb AI Inc., Roboflow Inc., Anolytics Inc., Datasaur, LabelMe, Nanonets Inc.

North America was the largest region in the generative artificial intelligence (AI) in data labeling solution and services market in 2023. The regions covered in the generative artificial intelligence (AI) in data labeling solution and services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the generative artificial intelligence (AI) in data labeling solution and services market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The generative artificial intelligence (AI) in data labeling solution and services market consists of revenues earned by entities by providing services such as automated labeling, synthetic data generation, data augmentation, annotation assistance, and error detection and correction. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on generative artificial intelligence (ai) in data labeling solution and services market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for generative artificial intelligence (ai) in data labeling solution and services ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The generative artificial intelligence (ai) in data labeling solution and services market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Type: Audio-Based; Image Or Video-Based; Text-Based
  • 2) By Labeling Type: Automatic; Manual; Semi-Supervised
  • 3) By Sourcing Type: In-House; Outsourced
  • 4) By Vertical: Automotive; Financial Services; Government; Healthcare; Information Technology (IT) Data; Retail; Other Verticals
  • Subsegments:
  • 1) By Audio-Based: Speech Recognition; Audio Transcription; Sound Classification; Voice Annotation
  • 2) By Image Or Video-Based: Object Detection; Image Segmentation; Video Annotation; Facial Recognition
  • 3) By Text-Based: Sentiment Analysis; Named Entity Recognition (NER); Text Classification; Document Annotation
  • Companies Mentioned: Microsoft Corporation; CloudFactory Limited; iMerit Technology Services Pvt. Ltd.; Quantiphi Inc.; Samasource Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Characteristics

3. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Trends And Strategies

4. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Growth Rate Analysis
  • 5.4. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Total Addressable Market (TAM)

6. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Segmentation

  • 6.1. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Audio-Based
  • Image Or Video-Based
  • Text-Based
  • 6.2. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Automatic
  • Manual
  • Semi-Supervised
  • 6.3. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • In-House
  • Outsourced
  • 6.4. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Automotive
  • Financial Services
  • Government
  • Healthcare
  • Information Technology (IT) Data
  • Retail
  • Other Verticals
  • 6.5. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Sub-Segmentation Of Audio-Based, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Speech Recognition
  • Audio Transcription
  • Sound Classification
  • Voice Annotation
  • 6.6. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Sub-Segmentation Of Image Or Video-Based, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Object Detection
  • Image Segmentation
  • Video Annotation
  • Facial Recognition
  • 6.7. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Sub-Segmentation Of Text-Based, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Sentiment Analysis
  • Named Entity Recognition (NER)
  • Text Classification
  • Document Annotation

7. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Regional And Country Analysis

  • 7.1. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 8.1. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 9.1. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 9.2. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 10.1. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 11.1. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 11.2. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 12.1. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 13.1. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 14.1. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 14.2. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 15.1. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 15.2. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 16.1. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 17.1. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 18.1. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 19.1. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 20.1. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 21.1. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 21.2. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 22.1. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 23.1. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 23.2. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 24.1. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 24.2. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 25.1. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 25.2. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 26.1. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 26.2. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 27.1. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 28.1. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 28.2. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

  • 29.1. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview
  • 29.2. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Landscape And Company Profiles

  • 30.1. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Landscape
  • 30.2. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Company Profiles
    • 30.2.1. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. CloudFactory Limited Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. iMerit Technology Services Pvt. Ltd. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Quantiphi Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Samasource Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Other Major And Innovative Companies

  • 31.1. Appen Limited
  • 31.2. DataRobot Inc.
  • 31.3. Scale AI Inc.
  • 31.4. Cogito Technologies Pvt. Ltd.
  • 31.5. Clarify Inc.
  • 31.6. Osiz Technologies Private Limited
  • 31.7. Clickworker GmbH
  • 31.8. Snorkel AI Inc.
  • 31.9. Labelbox Inc.
  • 31.10. V7 Lab Inc.
  • 31.11. SuperAnnotate Inc.
  • 31.12. Dataloop AI Ltd.
  • 31.13. Prolific Ltd.
  • 31.14. Superb AI Inc.
  • 31.15. Roboflow Inc.

32. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

34. Recent Developments In The Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

35. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market High Potential Countries, Segments and Strategies

  • 35.1 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer