AI 데이터 라벨링 시장(2025-2029년)

The global AI data labeling market is forecasted to grow by USD 1414.9 mn during 2024-2029, accelerating at a CAGR of 21.1% during the forecast period. The report on the global AI data labeling market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing adoption of AI machine learning, growing demand for highly accurate and unbiased data, advancements in machine learning techniques.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI data labeling market is segmented as below:

By Type

• Text
• Video
• Image
• Audio or speech

By Method

• Manual
• Semi-supervised
• Automatic

By End-User

• IT and technology
• Automotive
• Healthcare
• Others

Geography

• North America
  • US
  • Canada
  • Mexico
• APAC
  • China
  • India
  • Japan
  • South Korea
  • Australia
  • Indonesia
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• Rest of World (ROW)

This study identifies the emergence of automated and semi-automated labeling tools as one of the prime reasons driving the global AI data labeling market growth during the next few years. Also, rise of data centric AI approaches and specialization and domain expertise will lead to sizable demand in the market.

The report on the global AI data labeling market covers the following areas:

• Global AI data labeling market sizing
• Global AI data labeling market forecast
• Global AI data labeling market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI data labeling market vendors that include ALEGION, APPEN Ltd., Aurora Innovation Inc., Clickworker GmbH, Cloudfactory, Cogito Tech LLC, DefinedCrowd Corp., Hive, Humans In The Loop, iMerit, Kili Technology, Labelbox, Samasource, Scale, SuperAnnotate, tagtog Sp. z o.o., TaskUs Inc., TELUS International Inc.. Also, the global AI data labeling market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by Method
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI Data Labeling Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI Data Labeling Market 2019 - 2023 ($ million)
• 5.2 Type segment analysis 2019 - 2023
  • Historic Market Size - Type Segment 2019 - 2023 ($ million)
• 5.3 Method segment analysis 2019 - 2023
  • Historic Market Size - Method Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition

7 Market Segmentation by Type

• 7.1 Market segments
• 7.2 Comparison by Type
• 7.3 Text - Market size and forecast 2024-2029
• 7.4 Video - Market size and forecast 2024-2029
• 7.5 Image - Market size and forecast 2024-2029
• 7.6 Audio or speech - Market size and forecast 2024-2029
• 7.7 Market opportunity by Type
  • Market opportunity by Type ($ million)

8 Market Segmentation by Method

• 8.1 Market segments
• 8.2 Comparison by Method
• 8.3 Manual - Market size and forecast 2024-2029
• 8.4 Semi-supervised - Market size and forecast 2024-2029
• 8.5 Automatic - Market size and forecast 2024-2029
• 8.6 Market opportunity by Method
  • Market opportunity by Method ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 IT and technology - Market size and forecast 2024-2029
• 9.4 Automotive - Market size and forecast 2024-2029
• 9.5 Healthcare - Market size and forecast 2024-2029
• 9.6 Others - Market size and forecast 2024-2029
• 9.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
  • 11.3.3 Mexico - Market size and forecast 2024-2029
• 11.4 APAC - Market size and forecast 2024-2029
  • 11.4.1 China - Market size and forecast 2024-2029
  • 11.4.2 India - Market size and forecast 2024-2029
  • 11.4.3 Japan - Market size and forecast 2024-2029
  • 11.4.4 South Korea - Market size and forecast 2024-2029
  • 11.4.5 Australia - Market size and forecast 2024-2029
  • 11.4.6 Indonesia - Market size and forecast 2024-2029
• 11.5 Europe - Market size and forecast 2024-2029
  • 11.5.1 Germany - Market size and forecast 2024-2029
  • 11.5.2 UK - Market size and forecast 2024-2029
  • 11.5.3 France - Market size and forecast 2024-2029
  • 11.5.4 Italy - Market size and forecast 2024-2029
  • 11.5.5 Spain - Market size and forecast 2024-2029
  • 11.5.6 The Netherlands - Market size and forecast 2024-2029
• 11.6 South America - Market size and forecast 2024-2029
  • 11.6.1 Brazil - Market size and forecast 2024-2029
  • 11.6.2 Argentina - Market size and forecast 2024-2029
  • 11.6.3 Colombia - Market size and forecast 2024-2029
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • 11.7.1 UAE - Market size and forecast 2024-2029
  • 11.7.2 Saudi Arabia - Market size and forecast 2024-2029
  • 11.7.3 South Africa - Market size and forecast 2024-2029
  • 11.7.4 Israel - Market size and forecast 2024-2029
  • 11.7.5 Turkey - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Increasing adoption of AI machine learning
  • Growing demand for highly accurate and unbiased data
  • Advancements in machine learning techniques
• 12.2 Market challenges
  • Data quality and Consistency Issues
  • Scalability and Cost Management
  • Data Privacy and Security Concerns
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Emergence of automated and semi-Automated labeling tools
  • Rise of data centric AI approaches
  • Specialization and domain expertise

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 ALEGION
  • ALEGION - Overview
  • ALEGION - Product / Service
  • ALEGION - Key offerings
  • SWOT
• 14.5 APPEN Ltd.
  • APPEN Ltd. - Overview
  • APPEN Ltd. - Product / Service
  • APPEN Ltd. - Key offerings
  • SWOT
• 14.6 Clickworker GmbH
  • Clickworker GmbH - Overview
  • Clickworker GmbH - Product / Service
  • Clickworker GmbH - Key offerings
  • SWOT
• 14.7 Cloudfactory
  • Cloudfactory - Overview
  • Cloudfactory - Product / Service
  • Cloudfactory - Key offerings
  • SWOT
• 14.8 Cogito Tech LLC
  • Cogito Tech LLC - Overview
  • Cogito Tech LLC - Product / Service
  • Cogito Tech LLC - Key offerings
  • SWOT
• 14.9 DefinedCrowd Corp.
  • DefinedCrowd Corp. - Overview
  • DefinedCrowd Corp. - Product / Service
  • DefinedCrowd Corp. - Key offerings
  • SWOT
• 14.10 Hive
  • Hive - Overview
  • Hive - Product / Service
  • Hive - Key offerings
  • SWOT
• 14.11 iMerit
  • iMerit - Overview
  • iMerit - Product / Service
  • iMerit - Key offerings
  • SWOT
• 14.12 Kili Technology
  • Kili Technology - Overview
  • Kili Technology - Product / Service
  • Kili Technology - Key offerings
  • SWOT
• 14.13 Labelbox
  • Labelbox - Overview
  • Labelbox - Product / Service
  • Labelbox - Key offerings
  • SWOT
• 14.14 Samasource
  • Samasource - Overview
  • Samasource - Product / Service
  • Samasource - Key offerings
  • SWOT
• 14.15 Scale
  • Scale - Overview
  • Scale - Product / Service
  • Scale - Key offerings
  • SWOT
• 14.16 SuperAnnotate
  • SuperAnnotate - Overview
  • SuperAnnotate - Product / Service
  • SuperAnnotate - Key offerings
  • SWOT
• 14.17 TaskUs Inc.
  • TaskUs Inc. - Overview
  • TaskUs Inc. - Product / Service
  • TaskUs Inc. - Key offerings
  • SWOT
• 14.18 TELUS International Inc.
  • TELUS International Inc. - Overview
  • TELUS International Inc. - Product / Service
  • TELUS International Inc. - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations