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