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市场调查报告书
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1869812

AI标註市场规模、份额和趋势分析报告：按数据模式、行业垂直领域、买家类型、地区和细分市场预测（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个工作天内

价格

AI标註市场摘要

预计到 2024 年，全球 AI 标註市场规模将达到 14.5 亿美元，到 2033 年将达到 131.1 亿美元。

预计从 2025 年到 2033 年，该行业将以 27.2% 的复合年增长率成长。这一成长的驱动因素包括：对高精度视觉数据的需求不断增长、对先进环境意识的需求不断增长、中小企业越来越多地采用可扩展的 AI 解决方案，以及新兴市场快速的数位转型。

各行各业正日益采用自动化技术来提高效率并减少对人工标註的依赖。企业正在采用人工智慧辅助工具，利用机器学习加速资料准备流程。这些解决方案有助于缩短计划週期，同时提高标註的一致性和准确性。汽车、零售和医疗保健等行业在利用自动化工具训练复杂的人工智慧模型方面处于领先。将自动化与人机协同（HITL）框架结合，正成为确保准确性和扩充性的首选方法。

对灵活且经济实惠的人工智慧整合方案日益增长的需求，为中小企业创造了新的机会。随着人工智慧平台的普及，越来越多的公司开始寻求外部标註服务提供者的支持，以在无需大量前期投入的情况下实现敏捷开发。易于部署和云端原生解决方案正在加速资料驱动型产品的实验和上市。人工智慧的普及化正在创造公平的竞争环境，并激发各行业的创新活力。这一趋势反映了人工智慧应用领域向可扩展性和可及性方向发展的更广泛趋势。

随着人工智慧应用在出行、医疗和零售等行业中扮演越来越重要的角色，对高精度视觉数据的需求也在加速成长。各组织机构在资料准备阶段优先考虑品质和扩充性，以确保模型在实际环境中的可靠性。随着边缘设备的日益普及和即时分析的广泛应用，高效标註海量视觉内容的需求也呈现爆炸性成长。市场参与者正透过采用结合自动化和人工检验的混合标註模型来应对这项挑战。这一趋势持续推动着整个人工智慧价值链的大量投资和创新。

目录

第一章调查方法和范围

第二章执行摘要

第三章 人工智慧标註市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场规模和成长前景
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业机会
    • 产业挑战
  • AI标註市场分析工具
    • 波特五力分析
    • PESTEL 分析

第四章 人工智慧标註市场：数据模态估计与趋势分析

  • 细分仪表板
  • 人工智慧标註市场：资料模态变化分析（2024 年和 2033 年）
  • 影像和视讯电脑视觉
  • 光达和感测器融合
  • 文本和自然语言处理（NLP）
  • 音讯和语音
  • 将表格形式​​、结构化资料和合成资料进行标记

第五章：人工智慧标註市场：产业预测与趋势分析

  • 细分仪表板
  • 人工智慧标註市场：产业趋势分析（2024 年和 2033 年）
  • 自动驾驶汽车和移动出行
  • 地理空间与遥感探测
  • 医学影像与医疗保健
  • 零售与电子商务
  • 自然语言处理、企业搜寻、金融
  • 国防/安全

第六章：人工智慧标註市场：买方类型估算与趋势分析

  • 细分仪表板
  • AI标註市场：2024年及2033年买方类型变化分析
  • 原始设备製造商和大型企业
  • 小型企业
  • 非政府组织和公共部门
  • SaaS公司和平台所有者

第七章 人工智慧标註市场：区域估算与趋势分析

  • AI标註市占率依地区划分（2024年及2033年）
  • 北美洲
    • 资料模态，2021-2033年
    • 按行业划分，2021-2033 年
    • 依买家类型划分，2021-2033 年
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 资料模态，2021-2033年
    • 按行业划分，2021-2033 年
    • 依买家类型划分，2021-2033 年
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 资料模态，2021-2033年
    • 按行业划分，2021-2033 年
    • 依买家类型划分，2021-2033 年
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 资料模态，2021-2033年
    • 按行业划分，2021-2033 年
    • 依买家类型划分，2021-2033 年
    • 巴西
  • 中东和非洲
    • 资料模态，2021-2033年
    • 按行业划分，2021-2033 年
    • 依买家类型划分，2021-2033 年
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争情势

  • 主要市场参与企业的最新趋势和影响分析
  • 公司分类
  • 公司市场定位
  • 公司热力图分析
  • 策略规划
    • 扩张
    • 併购
    • 伙伴关係与合作
    • 新产品发布
    • 研究与开发
  • 公司简介
    • 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