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市場調查報告書
商品編碼
1869812

AI標註市場規模、佔有率和趨勢分析報告：按數據模式、行業垂直領域、買家類型、地區和細分市場預測（2025-2033年）

AI Annotation Market Size, Share & Trends Analysis Report By Data Modality (Image & Video Computer Vision, LiDAR & Sensor Fusion, Text & Natural Language Processing), By Vertical, By Buyer Type, By Region, And Segment Forecasts, 2025 - 2033
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

AI標註市場摘要

預計到 2024 年，全球 AI 標註市場規模將達到 14.5 億美元，到 2033 年將達到 131.1 億美元。

預計從 2025 年到 2033 年，該行業將以 27.2% 的複合年成長率成長。這一成長的促進因素包括：對高精度視覺數據的需求不斷成長、對先進環境意識的需求不斷成長、中小企業擴大採用可擴展的 AI 解決方案，以及新興市場快速的數位轉型。

各行各業正日益採用自動化技術來提高效率並減少對人工標註的依賴。企業正在採用人工智慧輔助工具，利用機器學習加速資料準備流程。這些解決方案有助於縮短計劃週期，同時提高標註的一致性和準確性。汽車、零售和醫療保健等行業在利用自動化工具訓練複雜的人工智慧模型方面處於領先。將自動化與人機協同（HITL）框架結合，正成為確保準確性和擴充性的首選方法。

對靈活且經濟實惠的人工智慧整合方案日益成長的需求，為中小企業創造了新的機會。隨著人工智慧平台的普及，越來越多的公司開始尋求外部標註服務提供者的支持，以在無需大量前期投入的情況下實現敏捷開發。易於部署和雲端原生解決方案正在加速資料驅動型產品的實驗和上市。人工智慧的普及化正在創造公平的競爭環境，並激發各行業的創新活力。這一趨勢反映了人工智慧應用領域向可擴展性和可及性方向發展的更廣泛趨勢。

隨著人工智慧應用在出行、醫療和零售等行業中扮演越來越重要的角色，對高精度視覺數據的需求也在加速成長。各組織機構在資料準備階段優先考慮品質和擴充性，以確保模型在實際環境中的可靠性。隨著邊緣設備的日益普及和即時分析的廣泛應用，高效標註海量視覺內容的需求也呈現爆炸性成長。市場參與者正透過採用結合自動化和人工檢驗的混合標註模型來應對這項挑戰。這一趨勢持續推動著整個人工智慧價值鏈的大量投資和創新。

目錄

第1章調查方法和範圍

第2章執行摘要

第3章 人工智慧標註市場變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場規模和成長前景
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業機遇
    • 產業挑戰
  • AI標註市場分析工具
    • 波特五力分析
    • PESTEL 分析

第4章 人工智慧標註市場：數據模態估計與趨勢分析

  • 細分儀表板
  • 人工智慧標註市場：資料模態變化分析（2024 年和 2033 年）
  • 影像和視訊電腦視覺
  • LiDAR和感測器融合
  • 文本和自然語言處理（NLP）
  • 音訊和語音
  • 將表格形式​​、結構化資料和合成資料進行標記

第5章：人工智慧標註市場：產業預測與趨勢分析

  • 細分儀表板
  • 人工智慧標註市場：產業趨勢分析（2024 年和 2033 年）
  • 自動駕駛汽車和移動出行
  • 地理空間與遙感探測
  • 醫學影像與醫療保健
  • 零售與電子商務
  • 自然語言處理、企業搜尋、金融
  • 國防/安全

第6章：人工智慧標註市場：買方類型估算與趨勢分析

  • 細分儀表板
  • AI標註市場：2024年及2033年買方類型變化分析
  • 原始設備製造商和大型企業
  • 小型企業
  • 非政府組織和公共部門
  • SaaS公司和平台所有者

第7章 人工智慧標註市場：區域估算與趨勢分析

  • AI標註市佔率依地區分類（2024年及2033年）
  • 北美洲
    • 資料模態，2021-2033年
    • 按行業分類，2021-2033 年
    • 依買家類型分類，2021-2033 年
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 資料模態，2021-2033年
    • 按行業分類，2021-2033 年
    • 依買家類型分類，2021-2033 年
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 資料模態，2021-2033年
    • 按行業分類，2021-2033 年
    • 依買家類型分類，2021-2033 年
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 資料模態，2021-2033年
    • 按行業分類，2021-2033 年
    • 依買家類型分類，2021-2033 年
    • 巴西
  • 中東和非洲
    • 資料模態，2021-2033年
    • 按行業分類，2021-2033 年
    • 依買家類型分類，2021-2033 年
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭情勢

  • 主要市場參與企業的最新趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司熱力圖分析
  • 策略規劃
    • 擴張
    • 併購
    • 夥伴關係與合作
    • 新產品發布
    • 研究與開發
  • 公司簡介
    • Scale AI
    • Surge AI
    • Sama
    • iMerit
    • Appen
    • Playment
    • CloudFactory
    • Shaip
    • Cogito Tech LLC
    • Labelbox
    • SuperAnnotate
Product Code: GVR-4-68040-770-7

AI Annotation Market Summary

The global AI annotation market size was valued at USD 1.45 billion in 2024 and is projected to reach USD 13.11 billion by 2033, growing at a CAGR of 27.2% from 2025 to 2033. The growth is driven by the rising need for high-precision visual data, increasing demand for advanced environmental perception, growing adoption of scalable AI solutions by smaller enterprises, and rapid digital transformation in emerging markets.

The industry is increasingly adopting automation to improve efficiency and reduce reliance on manual labeling. Companies are implementing AI-assisted tools powered by machine learning to accelerate data preparation processes. These solutions help shorten project timelines while improving labeling consistency and accuracy. Sectors such as automotive, retail, and healthcare are leading in the use of these automated tools to train complex AI models. The combination of automation and human-in-the-loop frameworks is becoming a preferred approach to ensure precision and scalability.

The growing demand for flexible and affordable AI integration is opening up new opportunities among smaller enterprises. As access to AI platforms improves, more businesses are turning to external annotation providers to support agile development without heavy upfront costs. Ease of deployment and cloud-native solutions are enabling faster experimentation and time-to-market for data-driven products. This democratization of AI is leveling the playing field and stimulating competitive innovation across industries. The trend reflects a broader shift toward scalability and accessibility in AI adoption.

The demand for high-precision visual data is accelerating as AI-powered applications become central to industries like mobility, healthcare, and retail. Organizations are prioritizing quality and scalability in data preparation to ensure reliable model performance in real-world environments. With increased deployment of edge devices and real-time analytics, the pressure to annotate large volumes of visual content efficiently has intensified. Market players are responding by adopting hybrid annotation models that combine automation with human validation. This trend continues to drive a significant share of investment and innovation across the AI value chain.

Global AI Annotation Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global AI annotation market report based on data modality, vertical, buyer type, and region.

  • Data Modality Outlook (Revenue, USD Million, 2021 - 2033)
  • Image and Video Computer Vision
  • LiDAR and Sensor fusion
  • Text and Natural Language Processing (NLP)
  • Audio and Speech
  • Tabular, Structured, and Synthetic Data Tagging
  • Vertical Outlook (Revenue, USD Million, 2021 - 2033)
  • Autonomous Vehicles & Mobility
  • Geospatial & Remote Sensing
  • Medical Imaging and Healthcare
  • Retail & E-Commerce
  • NLP, Enterprise Search, and Finance
  • Defense & Security
  • Buyer Type Outlook (Revenue, USD Million, 2021 - 2033)
  • OEMs & Large Enterprises
  • SMEs
  • NGOs & Public Sector
  • SaaS Companies & Platform Owners
  • Regional Outlook (Revenue, USD Million, 2021 - 2033)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • MEA
    • UAE
    • South Africa
    • KSA

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. AI Annotation Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
    • 3.4.2. Market Restraints Analysis
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
  • 3.5. AI Annotation Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. AI Annotation Market: Data Modality Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. AI Annotation Market: Data Modality Movement Analysis, 2024 & 2033 (USD Million)
  • 4.3. Image and Video Computer Vision
    • 4.3.1. Image and Video Computer Vision Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 4.4. LiDAR and Sensor fusion
    • 4.4.1. LiDAR and Sensor fusion Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 4.5. Text and Natural Language Processing (NLP)
    • 4.5.1. Text and Natural Language Processing (NLP) Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 4.6. Audio and Speech
    • 4.6.1. Audio and Speech Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 4.7. Tabular, Structured, and Synthetic Data Tagging
    • 4.7.1. Tabular, Structured, and Synthetic Data Tagging Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 5. AI Annotation Market: Vertical Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. AI Annotation Market: Vertical Movement Analysis, 2024 & 2033 (USD Million)
  • 5.3. Autonomous Vehicles & Mobility
    • 5.3.1. Autonomous Vehicles & Mobility Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.4. Geospatial & Remote Sensing
    • 5.4.1. Geospatial & Remote Sensing Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.5. Medical Imaging and Healthcare
    • 5.5.1. Medical Imaging and Healthcare Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.6. Retail & E-Commerce
    • 5.6.1. Retail & E-Commerce Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.7. NLP, Enterprise Search, and Finance
    • 5.7.1. NLP, Enterprise Search, and Finance Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.8. Defense & Security
    • 5.8.1. Defense & Security Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 6. AI Annotation Market: Buyer Type Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. AI Annotation Market: Buyer Type Movement Analysis, 2024 & 2033 (USD Million)
  • 6.3. OEMs & Large Enterprises
    • 6.3.1. OEMs & Large Enterprises Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.4. SMEs
    • 6.4.1. SMEs Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.5. NGOs & Public Sector
    • 6.5.1. NGOs & Public Sector Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.6. SaaS Companies & Platform Owners
    • 6.6.1. SaaS Companies & Platform Owners Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 7. AI Annotation Market: Regional Estimates & Trend Analysis

  • 7.1. AI Annotation Market Share, By Region, 2024 & 2033 (USD Million)
  • 7.2. North America
    • 7.2.1. North America AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 7.2.2. North America AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
    • 7.2.3. North America AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
    • 7.2.4. North America AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.2.5. U.S.
      • 7.2.5.1. U.S. AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.2.5.2. U.S. AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.2.5.3. U.S. AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.2.5.4. U.S. AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.2.6. Canada
      • 7.2.6.1. Canada AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.2.6.2. Canada AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.2.6.3. Canada AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.2.6.4. Canada AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.2.7. Mexico
      • 7.2.7.1. Mexico AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.2.7.2. Mexico AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.2.7.3. Mexico AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.2.7.4. Mexico AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 7.3.2. Europe AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
    • 7.3.3. Europe AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
    • 7.3.4. Europe AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.3.5. U.K.
      • 7.3.5.1. U.K. AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.3.5.2. U.K. AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.3.5.3. U.K. AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.3.5.4. U.K. AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.3.6. Germany
      • 7.3.6.1. Germany AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.3.6.2. Germany AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.3.6.3. Germany AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.3.6.4. Germany AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.3.7. France
      • 7.3.7.1. France AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.3.7.2. France AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.3.7.3. France AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.3.7.4. France AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 7.4.2. Asia Pacific AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
    • 7.4.3. Asia Pacific AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
    • 7.4.4. Asia Pacific AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.4.5. China
      • 7.4.5.1. China AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.4.5.2. China AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.4.5.3. China AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.4.5.4. China AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.4.6. Japan
      • 7.4.6.1. Japan AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.4.6.2. Japan AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.4.6.3. Japan AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.4.6.4. Japan AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.4.7. India
      • 7.4.7.1. India AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.4.7.2. India AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.4.7.3. India AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.4.7.4. India AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.4.8. South Korea
      • 7.4.8.1. South Korea AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.4.8.2. South Korea AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.4.8.3. South Korea AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.4.8.4. South Korea AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.4.9. Australia
      • 7.4.9.1. Australia AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.4.9.2. Australia AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.4.9.3. Australia AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.4.9.4. Australia AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 7.5.2. Latin America AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
    • 7.5.3. Latin America AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
    • 7.5.4. Latin America AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.5.5. Brazil
      • 7.5.5.1. Brazil AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.5.5.2. Brazil AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.5.5.3. Brazil AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.5.5.4. Brazil AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
  • 7.6. Middle East & Africa
    • 7.6.1. Middle East & Africa AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 7.6.2. Middle East & Africa AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
    • 7.6.3. Middle East & Africa AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
    • 7.6.4. Middle East & Africa AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.6.5. KSA
      • 7.6.5.1. KSA AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.6.5.2. KSA AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.6.5.3. KSA AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.6.5.4. KSA AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.6.6. UAE
      • 7.6.6.1. UAE AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.6.6.2. UAE AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.6.6.3. UAE AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.6.6.4. UAE AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)
    • 7.6.7. South Africa
      • 7.6.7.1. South Africa AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 7.6.7.2. South Africa AI Annotation Market Estimates and Forecasts, by Data Modality, 2021 - 2033 (USD Million)
      • 7.6.7.3. South Africa AI Annotation Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
      • 7.6.7.4. South Africa AI Annotation Market Estimates and Forecasts, by Buyer Type, 2021 - 2033 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis by Key Market Participants
  • 8.2. Company Categorization
  • 8.3. Company Market Positioning
  • 8.4. Company Heat Map Analysis
  • 8.5. Strategy Mapping
    • 8.5.1. Expansion
    • 8.5.2. Mergers & Acquisition
    • 8.5.3. Partnerships & Collaborations
    • 8.5.4. New Product Launches
    • 8.5.5. Research and Development
  • 8.6. Company Profiles
    • 8.6.1. Scale AI
      • 8.6.1.1. Participant's Overview
      • 8.6.1.2. Financial Performance
      • 8.6.1.3. Product Benchmarking
      • 8.6.1.4. Recent Developments
    • 8.6.2. Surge AI
      • 8.6.2.1. Participant's Overview
      • 8.6.2.2. Financial Performance
      • 8.6.2.3. Product Benchmarking
      • 8.6.2.4. Recent Developments
    • 8.6.3. Sama
      • 8.6.3.1. Participant's Overview
      • 8.6.3.2. Financial Performance
      • 8.6.3.3. Product Benchmarking
      • 8.6.3.4. Recent Developments
    • 8.6.4. iMerit
      • 8.6.4.1. Participant's Overview
      • 8.6.4.2. Financial Performance
      • 8.6.4.3. Product Benchmarking
      • 8.6.4.4. Recent Developments
    • 8.6.5. Appen
      • 8.6.5.1. Participant's Overview
      • 8.6.5.2. Financial Performance
      • 8.6.5.3. Product Benchmarking
      • 8.6.5.4. Recent Developments
    • 8.6.6. Playment
      • 8.6.6.1. Participant's Overview
      • 8.6.6.2. Financial Performance
      • 8.6.6.3. Product Benchmarking
      • 8.6.6.4. Recent Developments
    • 8.6.7. CloudFactory
      • 8.6.7.1. Participant's Overview
      • 8.6.7.2. Financial Performance
      • 8.6.7.3. Product Benchmarking
      • 8.6.7.4. Recent Developments
    • 8.6.8. Shaip
      • 8.6.8.1. Participant's Overview
      • 8.6.8.2. Financial Performance
      • 8.6.8.3. Product Benchmarking
      • 8.6.8.4. Recent Developments
    • 8.6.9. Cogito Tech LLC
      • 8.6.9.1. Participant's Overview
      • 8.6.9.2. Financial Performance
      • 8.6.9.3. Product Benchmarking
      • 8.6.9.4. Recent Developments
    • 8.6.10. Labelbox
      • 8.6.10.1. Participant's Overview
      • 8.6.10.2. Financial Performance
      • 8.6.10.3. Product Benchmarking
      • 8.6.10.4. Recent Developments
    • 8.6.11. SuperAnnotate
      • 8.6.11.1. Participant's Overview
      • 8.6.11.2. Financial Performance
      • 8.6.11.3. Product Benchmarking
      • 8.6.11.4. Recent Developments

List of Tables

  • Table 1 AI Annotation - industry snapshot & key buying criteria, 2021 - 2033
  • Table 2 Global AI Annotation market, 2021 - 2033 (USD Million)
  • Table 3 Global AI Annotation market estimates and forecast by Data Modality, 2021 - 2033 (USD Million)
  • Table 4 Global AI Annotation market estimates and forecast by Vertical, 2021 - 2033 (USD Million)
  • Table 5 Global AI Annotation market estimates and forecast by Buyer Type, 2021 - 2033 (USD Million)
  • Table 6 Global AI Annotation market estimates and forecasts by region, 2021 - 2033 (USD Million)
  • Table 7 AI Annotation market estimates and forecast by Image and Video Computer Vision, 2021 - 2033 (USD Million)
  • Table 8 AI Annotation market estimates and forecast by LiDAR and Sensor fusion, 2021 - 2033 (USD Million)
  • Table 9 AI Annotation market estimates and forecast by Text and Natural Language Processing (NLP), 2021 - 2033 (USD Million)
  • Table 10 AI Annotation market estimates and forecast by Audio and Speech, 2021 - 2033 (USD Million)
  • Table 11 AI Annotation market estimates and forecast by Tabular, Structured, and Synthetic Data Tagging, 2021 - 2033 (USD Million)
  • Table 12 AI Annotation market estimates and forecast by Autonomous Vehicles & Mobility, 2021 - 2033 (USD Million)
  • Table 13 AI Annotation market estimates and forecast by Geospatial & Remote Sensing, 2021 - 2033 (USD Million)
  • Table 14 AI Annotation market estimates and forecast by Medical Imaging and Healthcare, 2021 - 2033 (USD Million)
  • Table 15 AI Annotation market estimates and forecast by Retail & E-Commerce, 2021 - 2033 (USD Million)
  • Table 16 AI Annotation market estimates and forecast by NLP, Enterprise Search, and Finance, 2021 - 2033 (USD Million)
  • Table 17 AI Annotation market estimates and forecast by Defense & Security, 2021 - 2033 (USD Million)
  • Table 18 AI Annotation market estimates and forecast by OEMs & Large Enterprises, 2021 - 2033 (USD Million)
  • Table 19 AI Annotation market estimates and forecast by SMEs, 2021 - 2033 (USD Million)
  • Table 20 AI Annotation market estimates and forecast by NGOs & Public Sector, 2021 - 2033 (USD Million)
  • Table 21 AI Annotation market estimates and forecast by SaaS Companies & Platform Owners, 2021 - 2033 (USD Million)
  • Table 22 North America AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 23 North America AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 24 North America AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 25 North America AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 26 U.S. AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 27 U.S. AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 28 U.S. AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 29 U.S. AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 30 Canada AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 31 Canada AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 32 Canada AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 33 Canada AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 34 Mexico AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 35 Mexico AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 36 Mexico AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 37 Mexico AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 38 Europe AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 39 Europe AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 40 Europe AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 41 Europe AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 42 U.K. AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 43 U.K. AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 44 U.K. AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 45 U.K. AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 46 Germany AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 47 Germany AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 48 Germany AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 49 Germany AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 50 France AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 51 France AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 52 France AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 53 France AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 54 APAC AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 55 APAC AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 56 APAC AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 57 APAC AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 58 China AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 59 China AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 60 China AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 61 China AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 62 Japan AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 63 Japan AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 64 Japan AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 65 Japan AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 66 India AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 67 India AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 68 India AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 69 India AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 70 South Korea AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 71 South Korea AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 72 South Korea AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 73 South Korea AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 74 Australia AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 75 Australia AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 76 Australia AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 77 Australia AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 78 Latin America AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 79 Latin America AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 80 Latin America AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 81 Latin America AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 82 Brazil AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 83 Brazil AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 84 Brazil AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 85 Brazil AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 86 MEA AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 87 MEA AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 88 MEA AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 89 MEA AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 90 KSA AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 91 KSA AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 92 KSA AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 93 KSA AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 94 UAE AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 95 UAE AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 96 UAE AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 97 UAE AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)
  • Table 98 South Korea AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 99 South Korea AI Annotation market estimates and forecast, by Data Modality, 2021 - 2033 (USD Million)
  • Table 100 South Korea AI Annotation market estimates and forecast, by Vertical, 2021 - 2033 (USD Million)
  • Table 101 South Korea AI Annotation market estimates and forecast, by Buyer Type, 2021 - 2033 (USD Million)

List of Figures

  • Fig. 1 AI Annotation Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot (1/2)
  • Fig. 9 Segment Snapshot (2/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 AI Annotation- Market Size and Growth Prospects (USD Million)
  • Fig. 12 AI Annotation Market: Industry Value Chain Analysis
  • Fig. 13 AI Annotation Market: Market Dynamics
  • Fig. 14 AI Annotation Market: PORTER's Analysis
  • Fig. 15 AI Annotation Market: PESTEL Analysis
  • Fig. 16 AI Annotation Market Share by Data Modality, 2024 & 2033 (USD Million)
  • Fig. 17 AI Annotation Market, by Data Modality: Market Share, 2024 & 2033
  • Fig. 18 Image and Video Computer Vision Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 19 LiDAR and Sensor Fusion Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 20 Text and Natural Language Processing (NLP) Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 21 Audio and Speech Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 22 Tabular, Structured, and Synthetic Data Tagging Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 23 AI Annotation Market Share by Vertical, 2024 & 2033 (USD Million)
  • Fig. 24 AI Annotation Market, by Vertical: Market Share, 2024 & 2033
  • Fig. 25 Autonomous Vehicles & Mobility Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 26 Geospatial & Remote Sensing Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 27 Medical Imaging and Healthcare Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 28 Retail & E-Commerce Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 29 NLP, Enterprise Search, and Finance Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 30 Defense & Security Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 31 AI Annotation Market Share by Buyer Type, 2024 & 2033 (USD Million)
  • Fig. 32 AI Annotation Market, by Buyer Type: Market Share, 2024 & 2033
  • Fig. 33 OEMs & Large Enterprises Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 34 SMEs Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 35 NGOs & Public Sector Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 36 SaaS Companies & Platform Owners Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 37 AI Annotation Market Revenue, by Region, 2024 & 2033 (USD Million)
  • Fig. 38 Regional Marketplace: Key Takeaways
  • Fig. 39 North America AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 40 US AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 41 Canada AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 42 Mexico AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 43 Europe AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 44 UK AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 45 Germany AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 46 France AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 47 Asia Pacific AI Annotation Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Fig. 48 China AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 49 Japan AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 50 India AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 51 Australia AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 52 South Korea AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 53 Latin America AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 54 Brazil AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 55 MEA AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 56 UAE AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 57 South Africa AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 58 KSA AI Annotation Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 59 Key Company Categorization
  • Fig. 60 Company Market Positioning
  • Fig. 61 Strategic Framework