Global Ai Data Labeling Market 2025-2029
Description
Global Ai Data Labeling Market 2025-2029
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. For further information on this report, please visit -
https://www.technavio.com/report/report/ai-data-labeling-market-industry-analysis
Technavio's global ai data labeling market is segmented as below:
By Type
The report on the global ai data labeling market covers the following areas:
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.
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. For further information on this report, please visit -
https://www.technavio.com/report/report/ai-data-labeling-market-industry-analysis
Technavio's global ai data labeling market is segmented as below:
By Type
- Text
- Video
- Image
- Audio or speech
- Manual
- Semi-supervised
- Automatic
- IT and technology
- Automotive
- Healthcare
- Others
- 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)
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 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
293 Pages
- 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
- Chart on Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Chart on Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2024 and 2029
- 3 Market Landscape
- 3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Chart on Market characteristics analysis
- 3.3 Value chain analysis
- Chart on Value chain analysis
- 4 Market Sizing
- 4.1 Market definition
- Data Table on Offerings of companies included in the market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2024
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 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
- Chart on Market condition - Five forces 2024 and 2029
- 7 Market Segmentation by Type
- 7.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
- 7.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
- 7.3 Text - Market size and forecast 2024-2029
- Chart on Text - Market size and forecast 2024-2029 ($ million)
- Data Table on Text - Market size and forecast 2024-2029 ($ million)
- Chart on Text - Year-over-year growth 2024-2029 (%)
- Data Table on Text - Year-over-year growth 2024-2029 (%)
- 7.4 Video - Market size and forecast 2024-2029
- Chart on Video - Market size and forecast 2024-2029 ($ million)
- Data Table on Video - Market size and forecast 2024-2029 ($ million)
- Chart on Video - Year-over-year growth 2024-2029 (%)
- Data Table on Video - Year-over-year growth 2024-2029 (%)
- 7.5 Image - Market size and forecast 2024-2029
- Chart on Image - Market size and forecast 2024-2029 ($ million)
- Data Table on Image - Market size and forecast 2024-2029 ($ million)
- Chart on Image - Year-over-year growth 2024-2029 (%)
- Data Table on Image - Year-over-year growth 2024-2029 (%)
- 7.6 Audio or speech - Market size and forecast 2024-2029
- Chart on Audio or speech - Market size and forecast 2024-2029 ($ million)
- Data Table on Audio or speech - Market size and forecast 2024-2029 ($ million)
- Chart on Audio or speech - Year-over-year growth 2024-2029 (%)
- Data Table on Audio or speech - Year-over-year growth 2024-2029 (%)
- 7.7 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)
- 8 Market Segmentation by Method
- 8.1 Market segments
- Chart on Method - Market share 2024-2029 (%)
- Data Table on Method - Market share 2024-2029 (%)
- 8.2 Comparison by Method
- Chart on Comparison by Method
- Data Table on Comparison by Method
- 8.3 Manual - Market size and forecast 2024-2029
- Chart on Manual - Market size and forecast 2024-2029 ($ million)
- Data Table on Manual - Market size and forecast 2024-2029 ($ million)
- Chart on Manual - Year-over-year growth 2024-2029 (%)
- Data Table on Manual - Year-over-year growth 2024-2029 (%)
- 8.4 Semi-supervised - Market size and forecast 2024-2029
- Chart on Semi-supervised - Market size and forecast 2024-2029 ($ million)
- Data Table on Semi-supervised - Market size and forecast 2024-2029 ($ million)
- Chart on Semi-supervised - Year-over-year growth 2024-2029 (%)
- Data Table on Semi-supervised - Year-over-year growth 2024-2029 (%)
- 8.5 Automatic - Market size and forecast 2024-2029
- Chart on Automatic - Market size and forecast 2024-2029 ($ million)
- Data Table on Automatic - Market size and forecast 2024-2029 ($ million)
- Chart on Automatic - Year-over-year growth 2024-2029 (%)
- Data Table on Automatic - Year-over-year growth 2024-2029 (%)
- 8.6 Market opportunity by Method
- Market opportunity by Method ($ million)
- Data Table on Market opportunity by Method ($ million)
- 9 Market Segmentation by End-user
- 9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 9.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 9.3 IT and technology - Market size and forecast 2024-2029
- Chart on IT and technology - Market size and forecast 2024-2029 ($ million)
- Data Table on IT and technology - Market size and forecast 2024-2029 ($ million)
- Chart on IT and technology - Year-over-year growth 2024-2029 (%)
- Data Table on IT and technology - Year-over-year growth 2024-2029 (%)
- 9.4 Automotive - Market size and forecast 2024-2029
- Chart on Automotive - Market size and forecast 2024-2029 ($ million)
- Data Table on Automotive - Market size and forecast 2024-2029 ($ million)
- Chart on Automotive - Year-over-year growth 2024-2029 (%)
- Data Table on Automotive - Year-over-year growth 2024-2029 (%)
- 9.5 Healthcare - Market size and forecast 2024-2029
- Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
- Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
- Chart on Healthcare - Year-over-year growth 2024-2029 (%)
- Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
- 9.6 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 9.7 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on 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
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 11.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 11.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 11.3.1 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 11.3.2 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 11.3.3 Mexico - Market size and forecast 2024-2029
- Chart on Mexico - Market size and forecast 2024-2029 ($ million)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
- 11.4 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 11.4.1 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 11.4.2 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 11.4.3 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 11.4.4 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
- 11.4.5 Australia - Market size and forecast 2024-2029
- Chart on Australia - Market size and forecast 2024-2029 ($ million)
- Data Table on Australia - Market size and forecast 2024-2029 ($ million)
- Chart on Australia - Year-over-year growth 2024-2029 (%)
- Data Table on Australia - Year-over-year growth 2024-2029 (%)
- 11.4.6 Indonesia - Market size and forecast 2024-2029
- Chart on Indonesia - Market size and forecast 2024-2029 ($ million)
- Data Table on Indonesia - Market size and forecast 2024-2029 ($ million)
- Chart on Indonesia - Year-over-year growth 2024-2029 (%)
- Data Table on Indonesia - Year-over-year growth 2024-2029 (%)
- 11.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 11.5.1 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 11.5.2 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 11.5.3 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 11.5.4 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 11.5.5 Spain - Market size and forecast 2024-2029
- Chart on Spain - Market size and forecast 2024-2029 ($ million)
- Data Table on Spain - Market size and forecast 2024-2029 ($ million)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - Year-over-year growth 2024-2029 (%)
- 11.5.6 The Netherlands - Market size and forecast 2024-2029
- Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
- Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
- 11.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 11.6.1 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- 11.6.2 Argentina - Market size and forecast 2024-2029
- Chart on Argentina - Market size and forecast 2024-2029 ($ million)
- Data Table on Argentina - Market size and forecast 2024-2029 ($ million)
- Chart on Argentina - Year-over-year growth 2024-2029 (%)
- Data Table on Argentina - Year-over-year growth 2024-2029 (%)
- 11.6.3 Colombia - Market size and forecast 2024-2029
- Chart on Colombia - Market size and forecast 2024-2029 ($ million)
- Data Table on Colombia - Market size and forecast 2024-2029 ($ million)
- Chart on Colombia - Year-over-year growth 2024-2029 (%)
- Data Table on Colombia - Year-over-year growth 2024-2029 (%)
- 11.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 11.7.1 UAE - Market size and forecast 2024-2029
- Chart on UAE - Market size and forecast 2024-2029 ($ million)
- Data Table on UAE - Market size and forecast 2024-2029 ($ million)
- Chart on UAE - Year-over-year growth 2024-2029 (%)
- Data Table on UAE - Year-over-year growth 2024-2029 (%)
- 11.7.2 Saudi Arabia - Market size and forecast 2024-2029
- Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- 11.7.3 South Africa - Market size and forecast 2024-2029
- Chart on South Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on South Africa - Market size and forecast 2024-2029 ($ million)
- Chart on South Africa - Year-over-year growth 2024-2029 (%)
- Data Table on South Africa - Year-over-year growth 2024-2029 (%)
- 11.7.4 Israel - Market size and forecast 2024-2029
- Chart on Israel - Market size and forecast 2024-2029 ($ million)
- Data Table on Israel - Market size and forecast 2024-2029 ($ million)
- Chart on Israel - Year-over-year growth 2024-2029 (%)
- Data Table on Israel - Year-over-year growth 2024-2029 (%)
- 11.7.5 Turkey - Market size and forecast 2024-2029
- Chart on Turkey - Market size and forecast 2024-2029 ($ million)
- Data Table on Turkey - Market size and forecast 2024-2029 ($ million)
- Chart on Turkey - Year-over-year growth 2024-2029 (%)
- Data Table on Turkey - Year-over-year growth 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
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