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Service & Software Global Data Annotation Tool Market 2026 by Company, Regions, Type and Application, Forecast to 2032

  • RnM4673090
    • |
  • 16 February, 2026
    • |
  • Global
    • |
  • 158 Pages
    • |
  • GIR
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  • Service & Software

According to our (Global Info Research) latest study, the global Data Annotation Tool market size was valued at US$ 2144 million in 2025 and is forecast to a readjusted size of US$ 3057 million by 2032 with a CAGR of 5.2% during review period.
Data annotation tools enable users to enhance the value of data by adding attribute tags to it or labeling it. The key benefit of using such tools is that the combination of data attributes enables users to manage the data definition at a single location and eliminates the need to rewrite similar rules in multiple places.A Data Annotation Tool is a specialized software platform that enables users to label data (such as images, text, audio, video, or 3D point clouds) with structured tags, categories, or contextual descriptions, serving as the core foundation for training reliable AI and machine learning models. It supports manual, semi-automatic, and automatic annotation modes, integrates collaboration and quality control features, and ensures annotation consistency and scalability—helping enterprises convert unstructured raw data into actionable data assets while reducing manual costs and improving labeling efficiency.
The industry is driven by trends including deep integration with generative AI (enabling self-adaptive pre-annotation and exception correction), growing demand for multi-modal data annotation (supporting cross-format data like text-image fusion), and policy-driven standardization (boosted by national regulations on data governance). Opportunities lie in high-growth verticals such as autonomous driving, medical imaging, and smart manufacturing, as well as the rising need for customized tools in niche scenarios. Challenges include inadequate industry-wide annotation standards leading to inconsistent data quality, a shortage of skilled professionals proficient in both domain knowledge and tool operation, and strict data privacy compliance requirements (e.g., handling sensitive medical or personal data).
This report is a detailed and comprehensive analysis for global Data Annotation Tool market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global Data Annotation Tool market size and forecasts, in consumption value ($ Million), 2021-2032
Global Data Annotation Tool market size and forecasts by region and country, in consumption value ($ Million), 2021-2032
Global Data Annotation Tool market size and forecasts, by Type and by Application, in consumption value ($ Million), 2021-2032
Global Data Annotation Tool market shares of main players, in revenue ($ Million), 2021-2026
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Data Annotation Tool
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Data Annotation Tool market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Appen Limited, Labelbox, Inc., LightTag, Playment Inc., CloudFactory Limited, Scale AI, Labelbox, SuperAnnotate, BasicAI Data Annotation Platform, iMerit Ango Hub, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
Data Annotation Tool market is split by Type and by Application. For the period 2021-2032, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
Cloud-based
On-premises
Hybrid
Market segment by Annotation Automation Level
Manual Annotation Tools
Semi-Automatic Annotation Tools
Automatic Annotation Tools
Market segment by Supported Data Type
Image/Video Annotation Tools
Text Annotation Tools
Multi-Modal Annotation Tools
Market segment by Application
Autonomous Driving
Medical Imaging Diagnosis
Natural Language Processing
Smart Manufacturing
Security Surveillance
Others
Market segment by players, this report covers
Appen Limited
Labelbox, Inc.
LightTag
Playment Inc.
CloudFactory Limited
Scale AI
Labelbox
SuperAnnotate
BasicAI Data Annotation Platform
iMerit Ango Hub
V7
Kili
Supervisely
Dataloop
SegmentsAI
Encord
cvat
Amazon Web Services
Samasource
Keylabs
Alegion
MonkeyLearn
Market segment by regions, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
South America (Brazil, Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Data Annotation Tool product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Data Annotation Tool, with revenue, gross margin, and global market share of Data Annotation Tool from 2021 to 2026.
Chapter 3, the Data Annotation Tool competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2021 to 2032.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2021 to 2026.and Data Annotation Tool market forecast, by regions, by Type and by Application, with consumption value, from 2027 to 2032.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Data Annotation Tool.
Chapter 13, to describe Data Annotation Tool research findings and conclusion.


1 Market Overview

  • 1.1 Product Overview and Scope
  • 1.2 Market Estimation Caveats and Base Year
  • 1.3 Classification of Data Annotation Tool by Type
    • 1.3.1 Overview: Global Data Annotation Tool Market Size by Type: 2021 Versus 2025 Versus 2032
    • 1.3.2 Global Data Annotation Tool Consumption Value Market Share by Type in 2025
    • 1.3.3 Cloud-based
    • 1.3.4 On-premises
    • 1.3.5 Hybrid
  • 1.4 Classification of Data Annotation Tool by Annotation Automation Level
    • 1.4.1 Overview: Global Data Annotation Tool Market Size by Annotation Automation Level: 2021 Versus 2025 Versus 2032
    • 1.4.2 Global Data Annotation Tool Consumption Value Market Share by Annotation Automation Level in 2025
    • 1.4.3 Manual Annotation Tools
    • 1.4.4 Semi-Automatic Annotation Tools
    • 1.4.5 Automatic Annotation Tools
  • 1.5 Classification of Data Annotation Tool by Supported Data Type
    • 1.5.1 Overview: Global Data Annotation Tool Market Size by Supported Data Type: 2021 Versus 2025 Versus 2032
    • 1.5.2 Global Data Annotation Tool Consumption Value Market Share by Supported Data Type in 2025
    • 1.5.3 Image/Video Annotation Tools
    • 1.5.4 Text Annotation Tools
    • 1.5.5 Multi-Modal Annotation Tools
  • 1.6 Global Data Annotation Tool Market by Application
    • 1.6.1 Overview: Global Data Annotation Tool Market Size by Application: 2021 Versus 2025 Versus 2032
    • 1.6.2 Autonomous Driving
    • 1.6.3 Medical Imaging Diagnosis
    • 1.6.4 Natural Language Processing
    • 1.6.5 Smart Manufacturing
    • 1.6.6 Security Surveillance
    • 1.6.7 Others
  • 1.7 Global Data Annotation Tool Market Size & Forecast
  • 1.8 Global Data Annotation Tool Market Size and Forecast by Region
    • 1.8.1 Global Data Annotation Tool Market Size by Region: 2021 VS 2025 VS 2032
    • 1.8.2 Global Data Annotation Tool Market Size by Region, (2021-2032)
    • 1.8.3 North America Data Annotation Tool Market Size and Prospect (2021-2032)
    • 1.8.4 Europe Data Annotation Tool Market Size and Prospect (2021-2032)
    • 1.8.5 Asia-Pacific Data Annotation Tool Market Size and Prospect (2021-2032)
    • 1.8.6 South America Data Annotation Tool Market Size and Prospect (2021-2032)
    • 1.8.7 Middle East & Africa Data Annotation Tool Market Size and Prospect (2021-2032)

2 Company Profiles

  • 2.1 Appen Limited
    • 2.1.1 Appen Limited Details
    • 2.1.2 Appen Limited Major Business
    • 2.1.3 Appen Limited Data Annotation Tool Product and Solutions
    • 2.1.4 Appen Limited Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.1.5 Appen Limited Recent Developments and Future Plans
  • 2.2 Labelbox, Inc.
    • 2.2.1 Labelbox, Inc. Details
    • 2.2.2 Labelbox, Inc. Major Business
    • 2.2.3 Labelbox, Inc. Data Annotation Tool Product and Solutions
    • 2.2.4 Labelbox, Inc. Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.2.5 Labelbox, Inc. Recent Developments and Future Plans
  • 2.3 LightTag
    • 2.3.1 LightTag Details
    • 2.3.2 LightTag Major Business
    • 2.3.3 LightTag Data Annotation Tool Product and Solutions
    • 2.3.4 LightTag Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.3.5 LightTag Recent Developments and Future Plans
  • 2.4 Playment Inc.
    • 2.4.1 Playment Inc. Details
    • 2.4.2 Playment Inc. Major Business
    • 2.4.3 Playment Inc. Data Annotation Tool Product and Solutions
    • 2.4.4 Playment Inc. Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.4.5 Playment Inc. Recent Developments and Future Plans
  • 2.5 CloudFactory Limited
    • 2.5.1 CloudFactory Limited Details
    • 2.5.2 CloudFactory Limited Major Business
    • 2.5.3 CloudFactory Limited Data Annotation Tool Product and Solutions
    • 2.5.4 CloudFactory Limited Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.5.5 CloudFactory Limited Recent Developments and Future Plans
  • 2.6 Scale AI
    • 2.6.1 Scale AI Details
    • 2.6.2 Scale AI Major Business
    • 2.6.3 Scale AI Data Annotation Tool Product and Solutions
    • 2.6.4 Scale AI Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.6.5 Scale AI Recent Developments and Future Plans
  • 2.7 Labelbox
    • 2.7.1 Labelbox Details
    • 2.7.2 Labelbox Major Business
    • 2.7.3 Labelbox Data Annotation Tool Product and Solutions
    • 2.7.4 Labelbox Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.7.5 Labelbox Recent Developments and Future Plans
  • 2.8 SuperAnnotate
    • 2.8.1 SuperAnnotate Details
    • 2.8.2 SuperAnnotate Major Business
    • 2.8.3 SuperAnnotate Data Annotation Tool Product and Solutions
    • 2.8.4 SuperAnnotate Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.8.5 SuperAnnotate Recent Developments and Future Plans
  • 2.9 BasicAI Data Annotation Platform
    • 2.9.1 BasicAI Data Annotation Platform Details
    • 2.9.2 BasicAI Data Annotation Platform Major Business
    • 2.9.3 BasicAI Data Annotation Platform Data Annotation Tool Product and Solutions
    • 2.9.4 BasicAI Data Annotation Platform Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.9.5 BasicAI Data Annotation Platform Recent Developments and Future Plans
  • 2.10 iMerit Ango Hub
    • 2.10.1 iMerit Ango Hub Details
    • 2.10.2 iMerit Ango Hub Major Business
    • 2.10.3 iMerit Ango Hub Data Annotation Tool Product and Solutions
    • 2.10.4 iMerit Ango Hub Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.10.5 iMerit Ango Hub Recent Developments and Future Plans
  • 2.11 V7
    • 2.11.1 V7 Details
    • 2.11.2 V7 Major Business
    • 2.11.3 V7 Data Annotation Tool Product and Solutions
    • 2.11.4 V7 Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.11.5 V7 Recent Developments and Future Plans
  • 2.12 Kili
    • 2.12.1 Kili Details
    • 2.12.2 Kili Major Business
    • 2.12.3 Kili Data Annotation Tool Product and Solutions
    • 2.12.4 Kili Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.12.5 Kili Recent Developments and Future Plans
  • 2.13 Supervisely
    • 2.13.1 Supervisely Details
    • 2.13.2 Supervisely Major Business
    • 2.13.3 Supervisely Data Annotation Tool Product and Solutions
    • 2.13.4 Supervisely Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.13.5 Supervisely Recent Developments and Future Plans
  • 2.14 Dataloop
    • 2.14.1 Dataloop Details
    • 2.14.2 Dataloop Major Business
    • 2.14.3 Dataloop Data Annotation Tool Product and Solutions
    • 2.14.4 Dataloop Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.14.5 Dataloop Recent Developments and Future Plans
  • 2.15 SegmentsAI
    • 2.15.1 SegmentsAI Details
    • 2.15.2 SegmentsAI Major Business
    • 2.15.3 SegmentsAI Data Annotation Tool Product and Solutions
    • 2.15.4 SegmentsAI Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.15.5 SegmentsAI Recent Developments and Future Plans
  • 2.16 Encord
    • 2.16.1 Encord Details
    • 2.16.2 Encord Major Business
    • 2.16.3 Encord Data Annotation Tool Product and Solutions
    • 2.16.4 Encord Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.16.5 Encord Recent Developments and Future Plans
  • 2.17 cvat
    • 2.17.1 cvat Details
    • 2.17.2 cvat Major Business
    • 2.17.3 cvat Data Annotation Tool Product and Solutions
    • 2.17.4 cvat Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.17.5 cvat Recent Developments and Future Plans
  • 2.18 Amazon Web Services
    • 2.18.1 Amazon Web Services Details
    • 2.18.2 Amazon Web Services Major Business
    • 2.18.3 Amazon Web Services Data Annotation Tool Product and Solutions
    • 2.18.4 Amazon Web Services Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.18.5 Amazon Web Services Recent Developments and Future Plans
  • 2.19 Samasource
    • 2.19.1 Samasource Details
    • 2.19.2 Samasource Major Business
    • 2.19.3 Samasource Data Annotation Tool Product and Solutions
    • 2.19.4 Samasource Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.19.5 Samasource Recent Developments and Future Plans
  • 2.20 Keylabs
    • 2.20.1 Keylabs Details
    • 2.20.2 Keylabs Major Business
    • 2.20.3 Keylabs Data Annotation Tool Product and Solutions
    • 2.20.4 Keylabs Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.20.5 Keylabs Recent Developments and Future Plans
  • 2.21 Alegion
    • 2.21.1 Alegion Details
    • 2.21.2 Alegion Major Business
    • 2.21.3 Alegion Data Annotation Tool Product and Solutions
    • 2.21.4 Alegion Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.21.5 Alegion Recent Developments and Future Plans
  • 2.22 MonkeyLearn
    • 2.22.1 MonkeyLearn Details
    • 2.22.2 MonkeyLearn Major Business
    • 2.22.3 MonkeyLearn Data Annotation Tool Product and Solutions
    • 2.22.4 MonkeyLearn Data Annotation Tool Revenue, Gross Margin and Market Share (2021-2026)
    • 2.22.5 MonkeyLearn Recent Developments and Future Plans

3 Market Competition, by Players

  • 3.1 Global Data Annotation Tool Revenue and Share by Players (2021-2026)
  • 3.2 Market Share Analysis (2025)
    • 3.2.1 Market Share of Data Annotation Tool by Company Revenue
    • 3.2.2 Top 3 Data Annotation Tool Players Market Share in 2025
    • 3.2.3 Top 6 Data Annotation Tool Players Market Share in 2025
  • 3.3 Data Annotation Tool Market: Overall Company Footprint Analysis
    • 3.3.1 Data Annotation Tool Market: Region Footprint
    • 3.3.2 Data Annotation Tool Market: Company Product Type Footprint
    • 3.3.3 Data Annotation Tool Market: Company Product Application Footprint
  • 3.4 New Market Entrants and Barriers to Market Entry
  • 3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type

  • 4.1 Global Data Annotation Tool Consumption Value and Market Share by Type (2021-2026)
  • 4.2 Global Data Annotation Tool Market Forecast by Type (2027-2032)

5 Market Size Segment by Application

  • 5.1 Global Data Annotation Tool Consumption Value Market Share by Application (2021-2026)
  • 5.2 Global Data Annotation Tool Market Forecast by Application (2027-2032)

6 North America

  • 6.1 North America Data Annotation Tool Consumption Value by Type (2021-2032)
  • 6.2 North America Data Annotation Tool Market Size by Application (2021-2032)
  • 6.3 North America Data Annotation Tool Market Size by Country
    • 6.3.1 North America Data Annotation Tool Consumption Value by Country (2021-2032)
    • 6.3.2 United States Data Annotation Tool Market Size and Forecast (2021-2032)
    • 6.3.3 Canada Data Annotation Tool Market Size and Forecast (2021-2032)
    • 6.3.4 Mexico Data Annotation Tool Market Size and Forecast (2021-2032)

7 Europe

  • 7.1 Europe Data Annotation Tool Consumption Value by Type (2021-2032)
  • 7.2 Europe Data Annotation Tool Consumption Value by Application (2021-2032)
  • 7.3 Europe Data Annotation Tool Market Size by Country
    • 7.3.1 Europe Data Annotation Tool Consumption Value by Country (2021-2032)
    • 7.3.2 Germany Data Annotation Tool Market Size and Forecast (2021-2032)
    • 7.3.3 France Data Annotation Tool Market Size and Forecast (2021-2032)
    • 7.3.4 United Kingdom Data Annotation Tool Market Size and Forecast (2021-2032)
    • 7.3.5 Russia Data Annotation Tool Market Size and Forecast (2021-2032)
    • 7.3.6 Italy Data Annotation Tool Market Size and Forecast (2021-2032)

8 Asia-Pacific

  • 8.1 Asia-Pacific Data Annotation Tool Consumption Value by Type (2021-2032)
  • 8.2 Asia-Pacific Data Annotation Tool Consumption Value by Application (2021-2032)
  • 8.3 Asia-Pacific Data Annotation Tool Market Size by Region
    • 8.3.1 Asia-Pacific Data Annotation Tool Consumption Value by Region (2021-2032)
    • 8.3.2 China Data Annotation Tool Market Size and Forecast (2021-2032)
    • 8.3.3 Japan Data Annotation Tool Market Size and Forecast (2021-2032)
    • 8.3.4 South Korea Data Annotation Tool Market Size and Forecast (2021-2032)
    • 8.3.5 India Data Annotation Tool Market Size and Forecast (2021-2032)
    • 8.3.6 Southeast Asia Data Annotation Tool Market Size and Forecast (2021-2032)
    • 8.3.7 Australia Data Annotation Tool Market Size and Forecast (2021-2032)

9 South America

  • 9.1 South America Data Annotation Tool Consumption Value by Type (2021-2032)
  • 9.2 South America Data Annotation Tool Consumption Value by Application (2021-2032)
  • 9.3 South America Data Annotation Tool Market Size by Country
    • 9.3.1 South America Data Annotation Tool Consumption Value by Country (2021-2032)
    • 9.3.2 Brazil Data Annotation Tool Market Size and Forecast (2021-2032)
    • 9.3.3 Argentina Data Annotation Tool Market Size and Forecast (2021-2032)

10 Middle East & Africa

  • 10.1 Middle East & Africa Data Annotation Tool Consumption Value by Type (2021-2032)
  • 10.2 Middle East & Africa Data Annotation Tool Consumption Value by Application (2021-2032)
  • 10.3 Middle East & Africa Data Annotation Tool Market Size by Country
    • 10.3.1 Middle East & Africa Data Annotation Tool Consumption Value by Country (2021-2032)
    • 10.3.2 Turkey Data Annotation Tool Market Size and Forecast (2021-2032)
    • 10.3.3 Saudi Arabia Data Annotation Tool Market Size and Forecast (2021-2032)
    • 10.3.4 UAE Data Annotation Tool Market Size and Forecast (2021-2032)

11 Market Dynamics

  • 11.1 Data Annotation Tool Market Drivers
  • 11.2 Data Annotation Tool Market Restraints
  • 11.3 Data Annotation Tool Trends Analysis
  • 11.4 Porters Five Forces Analysis
    • 11.4.1 Threat of New Entrants
    • 11.4.2 Bargaining Power of Suppliers
    • 11.4.3 Bargaining Power of Buyers
    • 11.4.4 Threat of Substitutes
    • 11.4.5 Competitive Rivalry

12 Industry Chain Analysis

  • 12.1 Data Annotation Tool Industry Chain
  • 12.2 Data Annotation Tool Upstream Analysis
  • 12.3 Data Annotation Tool Midstream Analysis
  • 12.4 Data Annotation Tool Downstream Analysis

13 Research Findings and Conclusion

    14 Appendix

    • 14.1 Methodology
    • 14.2 Research Process and Data Source

    Summary:
    Get latest Market Research Reports on Data Annotation Tool. Industry analysis & Market Report on Data Annotation Tool is a syndicated market report, published as Global Data Annotation Tool Market 2026 by Company, Regions, Type and Application, Forecast to 2032. It is complete Research Study and Industry Analysis of Data Annotation Tool market, to understand, Market Demand, Growth, trends analysis and Factor Influencing market.

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