Data Collection and Labelling Market Forecast, Trend Analysis & Competition Tracking - Global Market Insights 2020 to 2030

Published on : Apr-2020 | List of Tables : 66 | List of Figures : 180 | No. of Pages : 170 | Report Code : FACT4726MR |

Data Collection and Labelling Market Exhibits Meteoric 17% CAGR Through 2030

The applications of data collection and labelling across industries generates high demand for data collection and labelling products and services. Penetration of smart devices in developing countries such as India, Indonesia, and China presents bankable data collection and labelling prospects. The global data collection and labelling market will multiply 7.0 X during the forecast period (2020-2030). Surging consumer demand for convenience through technology indirectly contributes to the growth of the data collection and labelling market. Products such as smart speakers employ data collection and labelling to train the AI software that talks back. Using data collection and labelling expertise, product manufacturers are able to enhance performance and reduce errors in functioning.

Image/Video Analysis to Garner Maximum Revenues

When categorised based on data type, the data collection and labelling market is divided into text, image/video, and audio. Among the three, Image/video holds a majority value share of more than 35% of the total market. Generalization of facial recognition and public surveillance by governments across the globe acts as a central factor for growth. Also, omnipresent integration of facial recognition as a prominent feature in smartphones further the demand for image/video data collection and labelling. Audio data collection and labelling offers the most lucrative growth opportunities. The segment exhibits the highest growth rate of over 19% CAGR through 2030. Surge in demand for conversational smart devices such as speakers, home security, automotive, and smartphone assistants drive growth in this data type segment.

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North America to Capture Lion’s Share in Data Collection and Labelling Market

North America accounts for the largest share of global sales with more than 31% of the total market value. Early adopters such as the United States and Canada are the frontiers of artificial intelligence applications of data collection and labelling. Consumer trends such as virtual shopping, and mass-adoption of smart devices that recognize voice, as well as, faces will continue to drive growth in this region. However, the highest growth can be accredited to South Asia & Oceania. The region offers the most remunerative opportunities with a stupendous 20% CAGR between 2020 and 2030. Increasing demand for smartphones, and smart devices among consumers presents high revenue for market players. Adoption of Internet of Things (IoT) and artificial intelligence (AI) in public and private sector digitization efforts is driving market growth in this region.

Data Collection and Labelling Amid the COVID-19 Pandemic

Rampant spread of coronavirus has rendered all initial assumptions and metrics irrelevant. With the total number of cases crossing 1.4 Mn, governments across the globe are evaluating extended public isolation measures. As this measure gains momentum, the data collection and labelling market will face significant uncertainties. However, most companies are already planning rigorous steps to combat the adverse effects. Data collection and labelling tools will play an important role in planning, and executing a digital shift in business functioning processes. Since these tools allow organizations to record, label, and recall data as and when needed, the impact of COVID-19 lock down on the data collection and labelling market will be moderate.

Market players can garner sustainable revenues during the pandemic by devising customized products for specific use-cases, targeting the worst affected industries. The digital nature of data collection and labelling proves to be boon for market players. Now the deciding factor in successfully managing the impact of COVID-19 will be an organization’s ability to rapidly shift gears and adopt work from home technologies such as telecommuting, remote deployment, and online training of client organization personnel. The demand for data collection and labelling will grow at a lackluster pace as the world battles coronavirus. However, this lackluster growth is better than many industry verticals which depend on physical efforts from employees.

Acquisition of Disruptive Technologies to Heat up Competition Landscape

Major players in the data collection and labelling market that shape competition are, but not limited to, Appen Limited, Reality AI, Globalme Localization Inc., Global Technology Solutions, Alegion, Labelbox, Inc, Dobility, Inc., Scale AI, Inc., Trilldata Technologies Pvt Ltd, and Playment Inc. Mergers, acquisitions, and technical collaborations are the most popular business strategies employed by market players. Here are a few of the major developments:

  • In June 2019, Uber Technologies Inc. acquired Mighty AI Inc., a computer vision model provider for self-driving cars.
  • In February 2019, Walmart Inc. announced acquisition of Trilldata Technologies Pvt. Ltd., an Indian Neuro Linguistic Programming (NLP) solutions developer to enhance their retail services using machine learning and data collection & labelling services.
  • Globalme Localization Inc. declared the company’s acquisition by Summa Linguae Technologies, an upcoming language solutions provider with headquarters in poland.
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Global Data Collection and Labelling Market – Scope of the Report

The following report provides forecast and analysis of the global data collection and labelling market along with the historical data of 2015, estimated data 2020 and forecast data up to 2030 in terms of value (US$ Mn), according to a Fact.MR study. The research propounds critical trends that are currently influencing growth within the global data collection and labelling market along with several macro-economic indicators. This newly published and insightful report on data collection and labelling sheds light on key dynamics, and their impact on the overall value chain from suppliers to end-users, which are expected to transform the future of the global data collection and labelling market.

The report also comprises the study of current issues with end users and opportunities for data collection and labelling. It also contains value chain analysis, including the key market participants. To provide users of this report with a comprehensive view of the market, we have included a detailed competitive analysis about the key players involved in the market and strategic overviews. The dashboard included in the report provides a detailed comparison of data collection and labelling manufacturers on parameters such as total revenue, product offerings, and key strategies. A list of key companies operating in the data collection and labelling market provided in the report adds to the credibility of this exhaustive research study.

Global Data Collection and Labelling Market: In-Depth Assessment on Key Segments

The global data collection and labelling market is segmented on the basis of data type, vertical, and region.

Data Type

Vertical

Region

Text

IT

North America

Image/Video

Automotive

Latin America

Audio

Government

Europe

 

Healthcare

East Asia

 

BFSI

South Asia & Oceania

 

Retail & E-commerce

Middle East & Africa

 

Others

 

This taxonomy and the detailed TOC prepared are confidential and intended exclusively for the individual or entity with whom it is being shared. Reading, disseminating, distributing, or copying this to any party other than addressee(s) is unauthorized and prohibited.

Country-specific assessment on demand for data collection and labelling has been provided for each regional market, along with the market size valuation and forecast price point assessment, price index and impact analysis of key regional and country-wise dynamics, which were obtained through quotes from numerous data collection and labelling manufacturers, experts, and suppliers. Y-o-Y growth projections have also been offered on all regional markets incorporated in the report. Moreover, future trends, growth prospects, and other possibilities related to the market have been answered in the report.

The report provides company-level market share analysis, which has been derived on the basis of the company’s annual sales and segmental revenue in all the target end-use industries. The market has been forecasted based on constant currency rates. The report provides detailed competitive and company profiles of key participants operating in the global data collection and labelling market. Some of the major competitors operating in the data collection and labelling market are Annotate.com, Appen Limited, Reality AI, Globalme Localization Inc., Global Technology Solutions, Alegion, Labelbox, Inc, Dobility, Inc., Scale AI, Inc., Trilldata Technologies Pvt Ltd, Playment Inc. and others.

Global Data Collection and Labelling Market: Research Methodology

A number of primary and secondary sources were consulted during the course of the study. Secondary sources include Factiva, Morningstar and Hoovers, and company annual reports and publications. Comprehensive interviews have been conducted by our analysts, and the intelligence and insights obtained have been used for validating the information gained through secondary research. The report also includes a description of assumptions and acronyms utilized for research purposes. Data gathered has been validated using the triangulation method to offer useful quantitative and qualitative insights into the data collection and labelling market.

A short market viewpoint offered in the report elucidates the macro-economic aspects that influence the growth of the data collection and labelling market, which includes global GDP growth rate IT, automotive, government, healthcare, BFSI, retail & E-commerce, and others. This report serves as an authentic resource of intelligence on the data collection and labelling market, enabling the readers to take fact-based decisions on the future direction of their businesses

1. Global Data Collection and Labelling Market - Executive Summary

    1.1. Summary Of Key Findings

    1.2. Summary Of Key Statistics

    1.3. Key Market Characteristics & Attributes

    1.4. Opportunity Assessment

    1.5. Fact.MR Analysis And Recommendations

2. Global Data Collection and Labelling Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Key Market Trends

    3.1. Key Trends Impacting The Market 

    3.2. Mega Trends

4. Market Background 

    4.1. Global IT Industry Outlook

        4.1.1. By Region

        4.1.2. By Services

    4.2. Penetration of Big Data in Retail, BFSI, IT in Key Countries 

    4.3. Big Data Attributes Case Studies 

    4.4. Impact of General Data Protection Regulation (GDPR) on Big Data  

    4.5. Spending Comparison of Big Data in Key Verticals, by Deployment

        4.5.1. Cloud

        4.5.2. On-Premises

    4.6. Competition in Big Data Storage Solutions

    4.7. Benchmarking of Key Players, by Attributes

        4.7.1. Company Size

        4.7.2. Price Range

        4.7.3. Deployment

        4.7.4. Platform

    4.8. Investment Feasibility Matrix (For Data Collection and Labelling Business)

    4.9. Recent Industry Developments 

    4.10. Market White Space Assessment And Opportunity Analysis

    4.11. Porter’s Five Forces Analysis

    4.12. Cost Structure Analysis

    4.13. Macro-Economic And Forecast Factors

        4.13.1. GDP Growth Outlook

        4.13.2. Global IT Sector Growth Outlook

        4.13.3. Global Automotive Industry Growth Outlook

        4.13.4. Global Healthcare Sector Growth Outlook

        4.13.5. Global BFSI Sector Growth Outlook 

        4.13.6. Global Retail & E-Commerce Sector Growth Outlook 

        4.13.7. Consumer Confidence Index

        4.13.8. Others

    4.14. Value Chain Analysis

        4.14.1. List Of Key Market Manufacturers 

        4.14.2. List Of Key Channel Partners 

        4.14.3. Profitability Margins 

    4.15. Market Dynamics 

        4.15.1. Drivers 

        4.15.2. Industry Challenges

        4.15.3. Opportunities

5. Global Data Collection and Labelling Market Size (US$ Mn) Analysis And Forecast, 2015-2030

    5.1. Historical Market Value (US$ Mn) Analysis, 2015-2019

    5.2. Current And Future Market Value (US$ Mn) Forecast, 2020-2030

    5.3. Y-O-Y Growth Trend Analysis

6. Global Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    6.1. Global Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        6.1.1. Text

        6.1.2. Image/Video

        6.1.3. Audio

    6.2. Global Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        6.2.1. IT

        6.2.2. Automotive

        6.2.3. Government

        6.2.4. Healthcare

        6.2.5. BFSI

        6.2.6. Retail & E-Commerce

        6.2.7. Others

    6.3. Global Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Region

        6.3.1. North America

        6.3.2. Latin America

        6.3.3. Europe

        6.3.4. East Asia

        6.3.5. South Asia & Oceania

        6.3.6. MEA

7. North America Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    7.1. North America Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country

        7.1.1. US

        7.1.2. Canada

    7.2. North America Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        7.2.1. Text

        7.2.2. Image/Video

        7.2.3. Audio

    7.3. North America Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        7.3.1. IT

        7.3.2. Automotive

        7.3.3. Government

        7.3.4. Healthcare

        7.3.5. BFSI

        7.3.6. Retail & E-Commerce

        7.3.7. Others

8. Latin America Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    8.1. Latin America Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country

        8.1.1. Brazil

        8.1.2. Mexico

        8.1.3. Argentina

        8.1.4. Rest Of Latin America

    8.2. Latin America Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        8.2.1. Text

        8.2.2. Image/Video

        8.2.3. Audio

    8.3. Latin America Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        8.3.1. IT

        8.3.2. Automotive

        8.3.3. Government

        8.3.4. Healthcare

        8.3.5. BFSI

        8.3.6. Retail & E-Commerce

        8.3.7. Others

9. Europe Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    9.1. Europe Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country

        9.1.1. Germany

        9.1.2. Italy

        9.1.3. France

        9.1.4. U.K.

        9.1.5. Spain

        9.1.6. BENELUX

        9.1.7. Russia

        9.1.8. Rest Of Europe

    9.2. Europe Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        9.2.1. Text

        9.2.2. Image/Video

        9.2.3. Audio

    9.3. Europe Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        9.3.1. IT

        9.3.2. Automotive

        9.3.3. Government

        9.3.4. Healthcare

        9.3.5. BFSI

        9.3.6. Retail & E-Commerce

        9.3.7. Others

10. East Asia Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    10.1. East Asia Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country

        10.1.1. China

        10.1.2. Japan

        10.1.3. South Korea

    10.2. East Asia Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        10.2.1. Text

        10.2.2. Image/Video

        10.2.3. Audio

    10.3. East Asia Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        10.3.1. IT

        10.3.2. Automotive

        10.3.3. Government

        10.3.4. Healthcare

        10.3.5. BFSI

        10.3.6. Retail & E-Commerce

        10.3.7. Others

11. South Asia & Oceania Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    11.1. South Asia & Oceania Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country

        11.1.1. India

        11.1.2. Thailand

        11.1.3. Indonesia

        11.1.4. Malaysia

        11.1.5. Australia & New Zealand

        11.1.6. Rest Of SAO

    11.2. South Asia & Oceania Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        11.2.1. Text

        11.2.2. Image/Video

        11.2.3. Audio

    11.3. South Asia & Oceania Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        11.3.1. IT

        11.3.2. Automotive

        11.3.3. Government

        11.3.4. Healthcare

        11.3.5. BFSI

        11.3.6. Retail & E-Commerce

        11.3.7. Others

12. Middle East & Africa Data Collection and Labelling Market Value Analysis And Forecast 2015-2030

    12.1. Middle East & Africa Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country

        12.1.1. GCC Countries

        12.1.2. Turkey

        12.1.3. South Africa

        12.1.4. Egypt

        12.1.5. Rest Of MEA

    12.2. Middle East & Africa Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

        12.2.1. Text

        12.2.2. Image/Video

        12.2.3. Audio

    12.3. Middle East & Africa Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

        12.3.1. IT

        12.3.2. Automotive

        12.3.3. Government

        12.3.4. Healthcare

        12.3.5. BFSI

        12.3.6. Retail & E-Commerce

        12.3.7. Others

13. Global Data Collection and Labelling Market –Emerging Countries Analysis

    13.1. Market Proportion Analysis, By Key Countries

    13.2. Global Vs. Country Growth Comparison

    13.3. China Market Value & Volume Analysis And Forecast

        13.3.1. China Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

            13.3.1.1. Text

            13.3.1.2. Image/Video

            13.3.1.3. Audio

        13.3.2. China Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

            13.3.2.1. IT

            13.3.2.2. Automotive

            13.3.2.3. Government

            13.3.2.4. Healthcare

            13.3.2.5. BFSI

            13.3.2.6. Retail & E-Commerce

            13.3.2.7. Others

    13.4. India Market Value & Volume Analysis And Forecast

        13.4.1. China Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

            13.4.1.1. Text

            13.4.1.2. Image/Video

            13.4.1.3. Audio

        13.4.2. India Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

            13.4.2.1. IT

            13.4.2.2. Automotive

            13.4.2.3. Government

            13.4.2.4. Healthcare

            13.4.2.5. BFSI

            13.4.2.6. Retail & E-Commerce

            13.4.2.7. Others

    13.5. Mexico Market Value & Volume Analysis And Forecast

        13.5.1. Mexico Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type

            13.5.1.1. Text

            13.5.1.2. Image/Video

            13.5.1.3. Audio

        13.5.2. Mexico Data Collection and Labelling Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical

            13.5.2.1. IT

            13.5.2.2. Automotive

            13.5.2.3. Government

            13.5.2.4. Healthcare

            13.5.2.5. BFSI

            13.5.2.6. Retail & E-Commerce

            13.5.2.7. Others

14. Country Analysis - Data Collection and Labelling Market Analysis 2015-2019 And Forecast 2020-2030

    14.1. US Data Collection and Labelling Market 

        14.1.1. US Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.1.2. US Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.2. Canada Data Collection and Labelling Market 

        14.2.1. Canada Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.2.2. Canada Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.3. Brazil Data Collection and Labelling Market 

        14.3.1. Brazil Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.3.2. US Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.4. Argentina Data Collection and Labelling Market 

        14.4.1. Argentina Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.4.2. Argentina Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.5. Germany Data Collection and Labelling Market 

        14.5.1. Germany Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.5.2. Germany Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.6. U.K. Data Collection and Labelling Market 

        14.6.1. U.K. Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.6.2. U.K. Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.7. France Data Collection and Labelling Market 

        14.7.1. France Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.7.2. France Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.8. Italy Data Collection and Labelling Market 

        14.8.1. Italy Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.8.2. Italy Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.9. Spain Data Collection and Labelling Market 

        14.9.1. Spain Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.9.2. Spain Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.10. BENELUX Data Collection and Labelling Market 

        14.10.1. BENELUX Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.10.2. BENELUX Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.11. Russia Data Collection and Labelling Market 

        14.11.1. Russia Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.11.2. Russia Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.12. Japan Data Collection and Labelling Market 

        14.12.1. Japan Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.12.2. Japan Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.13. South Korea Data Collection and Labelling Market 

        14.13.1. South Korea Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.13.2. South Korea Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.14. Thailand Data Collection and Labelling Market 

        14.14.1. Thailand Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.14.2. Thailand Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.15. Indonesia Data Collection and Labelling Market 

        14.15.1. Indonesia Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.15.2. Indonesia Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.16. Malaysia Data Collection and Labelling Market 

        14.16.1. Malaysia Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.16.2. Malaysia Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.17. GCC Countries Data Collection and Labelling Market 

        14.17.1. GCC Countries Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.17.2. GCC Countries Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.18. South Africa Data Collection and Labelling Market 

        14.18.1. South Africa Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.18.2. South Africa Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.19. Turkey Data Collection and Labelling Market 

        14.19.1. Turkey Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.19.2. Turkey Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

    14.20. Egypt Data Collection and Labelling Market 

        14.20.1. Egypt Data Collection and Labelling Market Demand Analysis And Forecast By Data Type, 2020 & 2030 

        14.20.2. Egypt Data Collection and Labelling Market Demand Analysis And Forecast By Vertical, 2020 & 2030 

15. Competitive Assessment

    15.1. Global Data Collection and Labelling Market Structure

    15.2. Global Data Collection and Labelling Market Competition - A Dashboard View

    15.3. Global Data Collection and Labelling Market Company Share Analysis

    15.4. Global Data Collection and Labelling Competitor Market Footprint Matrix

    15.5. Key Participants Market Presence (Intensity Mapping) By Region

16. Company Profiles

    16.1. Appen Limited

        16.1.1. Overview

        16.1.2. Data Type Portfolio

        16.1.3. Profitability By Market Segments (Data Type/Region)

        16.1.4. Sales Footprint

        16.1.5. Strategy Overview 

    16.2. Reality AI

        16.2.1. Overview

        16.2.2. Data Type Portfolio

        16.2.3. Profitability By Market Segments (Data Type/Region)

        16.2.4. Sales Footprint

        16.2.5. Strategy Overview 

    16.3. Globalme Localization Inc.

        16.3.1. Overview

        16.3.2. Data Type Portfolio

        16.3.3. Profitability By Market Segments (Data Type/Region)

        16.3.4. Sales Footprint

        16.3.5. Strategy Overview 

    16.4. Global Technology Solutions

        16.4.1. Overview

        16.4.2. Data Type Portfolio

        16.4.3. Profitability By Market Segments (Data Type/Region)

        16.4.4. Sales Footprint

        16.4.5. Strategy Overview 

    16.5. Alegion

        16.5.1. Overview

        16.5.2. Data Type Portfolio

        16.5.3. Profitability By Market Segments (Data Type/Region)

        16.5.4. Sales Footprint

        16.5.5. Strategy Overview 

    16.6. Labelbox, Inc

        16.6.1. Overview

        16.6.2. Data Type Portfolio

        16.6.3. Profitability By Market Segments (Data Type/Region)

        16.6.4. Sales Footprint

        16.6.5. Strategy Overview 

    16.7. Dobility, Inc.

        16.7.1. Overview

        16.7.2. Data Type Portfolio

        16.7.3. Profitability By Market Segments (Data Type/Region)

        16.7.4. Sales Footprint

        16.7.5. Strategy Overview 

    16.8. Scale AI, Inc.

        16.8.1. Overview

        16.8.2. Data Type Portfolio

        16.8.3. Profitability By Market Segments (Data Type/Region)

        16.8.4. Sales Footprint

        16.8.5. Strategy Overview 

    16.9. Trilldata Technologies Pvt Ltd

        16.9.1. Overview

        16.9.2. Data Type Portfolio

        16.9.3. Profitability By Market Segments (Data Type/Region)

        16.9.4. Sales Footprint

        16.9.5. Strategy Overview 

    16.10. Playment Inc.

        16.10.1. Overview

        16.10.2. Data Type Portfolio

        16.10.3. Profitability By Market Segments (Data Type/Region)

        16.10.4. Sales Footprint

        16.10.5. Strategy Overview 

17. Fact.MR Research Methodology

18. Disclaimer & Contact Information

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