AI 어노테이션 시장 규모, 점유율, 동향 분석 보고서 : 데이터 모달리티별, 업계별, 구매자 유형별, 지역별, 부문 예측(2025-2033년)

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