Data Labeling Solution and Services Market
Data Labeling Solution and Services Market Study by In-House and Outsourced for IT, Automotive, Government, Healthcare, Financial, and Retail from 2024 to 2034
Analysis of Data Labeling Solution and Services Market Covering 30+ Countries Including Analysis of US, Canada, UK, Germany, France, Nordics, GCC countries, Japan, Korea and many more
Data Labeling Solution and Services Market Outlook (2024 to 2034)
Expanding at a CAGR of 22%, the global data labeling solution and services market has been projected to reach a valuation of US$ 92.4 billion by the end of 2034, up from US$ 12.7 billion in 2024.
Data labeling solutions and services assist in accurately annotating and categorizing data. This enables AI algorithms to learn and make accurate predictions. These solutions are being extensively used in autonomous vehicles to make them capable of detecting obstacles and notifying the driver about the presence of walkways and guardrails in the vehicle’s vicinity. The technology can also read stoplights and road signs.
The rising importance of data efficiency and advancements in technology are paving the way for innovations, thus generating lucrative opportunities for market players. Advancements in machine learning in automated data analytics are projected to boost demand for tools and solutions for autonomous data labeling in several data-driven applications. The prominence of picture annotation is estimated to advance retail, automotive, and healthcare operations. This generates demand for data labeling technologies.
High expenses involved in manually annotating complicated photos may limit market growth. The East Asia region is projected to expand at a noteworthy pace during the projection period. e-Commerce and online shopping rely on digital platforms for retail, healthcare, and large businesses in developing nations, contributing to the growth of the East Asia market.
Increasing adoption of image annotation is projected to enhance operations in the retail, automotive, and healthcare sectors, thereby fueling the demand for data labeling technologies. The substantial costs associated with manually annotating complex images may hinder the data labeling solution and services market growth.
| Report Attributes | Details |
|---|---|
| Data Labeling Solution and Services Market Size (2024E) | US$ 12.7 Billion |
| Projected Market Value (2034F) | US$ 92.4 Billion |
| Global Market Growth Rate (2024 to 2034) | 22% CAGR |
| China Market Value (2034F) | US$ 10.1 Billion |
| Canada Market Growth Rate (2024 to 2034) | 22.5% CAGR |
| North America Market Share (2024E) | 23.9% |
| East Asia Market Value (2034F) | US$ 21.3 Billion |
| Key Companies Profiled |
|
Don't Need a Global Report?
save 40%! on Country & Region specific reports
What are the Key Data Labeling Solution and Services Market Growth Drivers?
“Increasing Reliance on Machine Learning for Data Identification and Analysis”
As the 21st century progresses, business leaders and research experts have repeatedly emphasized the role of big data analytics, blockchain technology, artificial intelligence, and machine learning in shaping daily operations. As the amount of data collected keeps expanding, enterprises are discovering ways to accumulate, assimilate, and analyze the same in a timely and cost-effective manner.
As the reliance on machine learning becomes mainstream, engineers are looking for ways to identify objects and data more clearly. Data labeling techniques are thus being extensively used to make this data more recognizable and understandable to research stakeholders. These annotation tools have made it possible to easily distinguish between important and not-so-important data. A growing emphasis on picture annotation is projected to improve the operations of the automotive, retail, and healthcare sectors, driving demand for data labeling technologies. The high expenses involved in the manual annotation of complicated photos are projected to limit market growth.
What are the Current Market Challenges?
“High-Costs Associated with Manual Annotation of Complex Images and Data Privacy Concerns”
High costs associated with the manual annotation of complex images can pose a significant barrier for many businesses. Ensuring the accuracy and consistency of data labels across large datasets becomes a daunting task, particularly when dealing with subjective or ambiguous data. The process also requires a considerable amount of time and resources, which may restrain many organizations from adopting this approach.
Privacy concerns related to sensitive data can present challenges, as data labeling often requires accessing and handling potentially sensitive information. The rapidly evolving nature of technology necessitates continuous updates and improvements in data labeling tools and solutions, further complicating the process.
More Insights, Lesser Cost (-50% off)
Insights on import/export production,
pricing analysis, and more – Only @ Fact.MR
Country-wise Insights
Fact.MR, a market research and competitive intelligence provider, through its newly published analysis that North America is projected to hold 24.3% of the global market share by 2034. Manufacturers of data labeling solutions and services have strategically expanded their operations across regions such as Southeast Asia, Central and South America, and Australia. This strategic growth allows them to effectively meet the increasing worldwide demand and reduce reliance on a single supply source.
How are Companies Benefitting in the United States Market?
“Rising Production of Autonomous Vehicles Driving Need for High-quality Data”
| Attribute | United States |
|---|---|
| Market Value (2024E) | US$ 1.3 Billion |
| Growth Rate (2024 to 2034) | 22.5% CAGR |
| Projected Value (2034F) | US$ 10.2 Billion |
The United States will account for 44.5% of the data labeling solutions and services market share in North America in 2024. The growth of the market in the United States is being driven by the increasing demand for artificial intelligence (AI) and machine learning technologies, which require accurately labeled data for effective operation. The rising production of autonomous vehicles and the need for high-quality data for their functioning are also contributing to market growth.
The expansion of the e-commerce sector, which relies heavily on image and data labeling for product categorization and customer experience enhancement, is contributing to the expansion of the data labeling solution and service market size. The presence of major technology companies investing in data-driven technologies and the availability of skilled labor in the United States are proving beneficial for market players. Companies in the country are striving to address data privacy concerns and other issues to boost the adoption of data labeling.
How is the Market Shaping Up in China?
“Market Benefitting from Heavy Investments in Data-driven Technologies”
| Attribute | China |
|---|---|
| Market Value (2024E) | US$ 1.4 Billion |
| Growth Rate (2024 to 2034) | 22% CAGR |
| Projected Value (2034F) | US$ 10.1 Billion |
Market players are significantly benefitting from data labeling solutions and services market trends in the East Asia region. One of them is the expansion of the e-commerce sector, which depends on image and data labeling for product categorization to provide customers with important product-related information. The presence of major technology companies investing in data-driven technologies and the availability of skilled labor are driving the market expansion.
Category-wise Insights
Data labeling solutions and services are divided into several segments such as in-house, outsourced, manual, semi-supervised, and automatic.
What is Leading to Extensive Adoption of Outsourced Data Labeling Solutions and Services?
“Cost-Effectiveness and Faster Turnaround Times Associated with Outsourced Solutions”
| Attribute | Outsourced |
|---|---|
| Segment Value (2024E) | US$ 10.1 Billion |
| Growth Rate (2024 to 2034) | 21.4% CAGR |
| Projected Value (2034F) | US$ 70.23 Billion |
Based on sourcing type, outsourced data labeling solutions and services are estimated to account for 80% share of the market in 2024. This is largely in response to the rising demand for cost-effectiveness and faster turnaround times by enterprises.
Outsourcing of data labeling solutions and services has enabled organizations to focus more on other important operations such as research and data collection. It provides a higher degree of flexibility in terms of developing annotative capacity and solid security protocols.
Which Labeling Type Accounts for a Leading Market Share?
“High-Level of Accuracy and Precision Associated with Manual Labeling”
| Attribute | Manual |
|---|---|
| Segment Value (2024E) | US$ 10.12 Billion |
| Growth Rate (2024 to 2034) | 20.4% CAGR |
| Projected Value (2034F) | US$ 64.7 Billion |
Based on type, the manual labeling segment holds a leading market share. This dominance can be attributed to the high level of accuracy and precision that manual labeling offers. Despite the rising adoption of automated tools and technologies, manual labeling is widely preferred by several organizations due to its ability to handle complex tasks and intricate details that may be overlooked by machines. In spite of the increasing adoption of automation across industries, manual labeling holds dominance in the market.
Know thy Competitors
Competitive landscape highlights only certain players
Complete list available upon request
Competitive Landscape
Market growth is being driven by several factors, including evolving consumer preferences, technological advancements, and improving global economic conditions. Key players in the data labeling solution and services industry are Alegion, Amazon Mechanical Turk Inc., Appen Limited, CloudApp, Edgecase, Mighty AI, Playment, and Shaip.
- In 2021, TELUS International acquired Playment, a comprehensive data labeling platform, to bolster TELUS's profound domain expertise and position it uniquely to aid customers in developing AI-driven solutions across various sectors.
- Also in 2021, TELUS International acquired Lionbridge AI, a leader in scalable data annotation services for text, images, videos, and audio. This acquisition was part of TELUS International's strategy to broaden its global service offerings and enhance its presence in the rapidly expanding economy services market.
Key Segments of Data Labeling Solution and Services Market Research
-
By Sourcing Type :
- In-House
- Outsourced
-
By Type :
- Text-Based
- Image/Video-Based
- Audio-Based
-
By Labeling Type :
- Manual
- Semi-Supervised
- Automatic
-
By Vertical :
- IT Data
- Automotive
- Government
- Healthcare
- Financial
- Retail
-
By Region :
- North America
- Latin America
- Europe
- East Asia
- South Asia & Oceania
- Middle East & Africa
Table of Content
1. Executive Summary 1.1. Global Market Outlook 1.2. Summary of Statistics 1.3. Key Market Characteristics & Attributes 1.4. Fact.MR Analysis and Recommendations 2. Market Overview 2.1. Market Coverage 2.2. Market Definition 3. Market Risks and Trends Assessment 3.1. Risk Assessment 3.1.1. COVID-19 Crisis and Impact on Data Labeling Solution And Services 3.1.2. COVID-19 Impact Benchmark with Previous Crisis 3.1.3. Impact on Market Value (US$ Mn) 3.1.4. Assessment by Key Countries 3.1.5. Assessment by Key Market Segments 3.1.6. Action Points and Recommendation for Suppliers 3.2. Key Trends Impacting the Market 3.3. Formulation and Product Development Trends 4. Market Background 4.1. Market, by Key Countries 4.2. Market Opportunity Assessment (US$ Mn) 4.2.1. Total Available Market 4.2.2. Serviceable Addressable Market 4.2.3. Serviceable Obtainable Market 4.3. Market Scenario Forecast 4.3.1. Demand in optimistic Scenario 4.3.2. Demand in Likely Scenario 4.3.3. Demand in Conservative Scenario 4.4. Investment Feasibility Analysis 4.4.1. Investment in Established Markets 4.4.1.1. In Short Term 4.4.1.2. In Long Term 4.4.2. Investment in Emerging Markets 4.4.2.1. In Short Term 4.4.2.2. In Long Term 4.5. Forecast Factors - Relevance & Impact 4.5.1. Top Companies Historical Growth 4.5.2. Growth in Automation, By Country 4.5.3. Adoption Rate, By Country 4.6. Market Dynamics 4.6.1. Market Driving Factors and Impact Assessment 4.6.2. Prominent Market Challenges and Impact Assessment 4.6.3. Market Opportunities 4.6.4. Prominent Trends in the Global Market & Their Impact Assessment 5. Key Success Factors 5.1. Manufacturers’ Focus on Low Penetration High Growth Markets 5.2. Banking on with Segments High Incremental Opportunity 5.3. Peer Benchmarking 6. Global Market Demand Analysis 2018-2023 and Forecast, 2024-2034 6.1. Historical Market Analysis, 2018-2023 6.2. Current and Future Market Projections, 2024-2034 6.3. Y-o-Y Growth Trend Analysis 7. Global Market Value Analysis 2018-2023 and Forecast, 2024-2034 7.1. Historical Market Value (US$ Mn) Analysis, 2018-2023 7.2. Current and Future Market Value (US$ Mn) Projections, 2024-2034 7.2.1. Y-o-Y Growth Trend Analysis 7.2.2. Absolute $ Opportunity Analysis 8. Global Market Analysis 2018-2023 and Forecast 2024-2034, By Sourcing Type 8.1. Introduction / Key Findings 8.2. Historical Market Size (US$ Mn) Analysis By Sourcing Type, 2018-2023 8.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Sourcing Type, 2024-2034 8.3.1. In-House 8.3.2. Outsourced 8.4. Market Attractiveness Analysis By Sourcing Type 9. Global Market Analysis 2018-2023 and Forecast 2024-2034, By Type 9.1. Introduction / Key Findings 9.2. Historical Market Size (US$ Mn) Analysis By Type, 2018-2023 9.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Type, 2024-2034 9.3.1. Text 9.3.2. Image/Video 9.3.3. Audio 9.4. Market Attractiveness Analysis By Type 10. Global Market Analysis 2018-2023 and Forecast 2024-2034, By Labeling Type 10.1. Introduction / Key Findings 10.2. Historical Market Size (US$ Mn) Analysis By Labeling Type, 2018-2023 10.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Labeling Type, 2024-2034 10.3.1. Manual 10.3.2. Semi-supervised 10.3.3. Automatic 10.4. Market Attractiveness Analysis By Labeling Type 11. Global Market Analysis 2018-2023 and Forecast 2024-2034, By Vertical 11.1. Introduction / Key Findings 11.2. Historical Market Size (US$ Mn) Analysis By Vertical, 2018-2023 11.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Vertical, 2024-2034 11.3.1. IT 11.3.2. Automotive 11.3.3. Government 11.3.4. Healthcare 11.3.5. Financial Services 11.3.6. Retails 11.3.7. Others 11.4. Market Attractiveness Analysis By Vertical 12. Global Market Analysis 2018-2023 and Forecast 2024-2034, By Region 12.1. Introduction 12.2. Historical Market Size (US$ Mn) Analysis By Region, 2018-2023 12.3. Current Market Size (US$ Mn) & Analysis and Forecast By Region, 2024-2034 12.3.1. North America 12.3.2. Latin America 12.3.3. Europe 12.3.4. Asia Pacific 12.3.5. Middle East and Africa (MEA) 12.4. Market Attractiveness Analysis By Region 13. North America Market Analysis 2018-2023 and Forecast 2024-2034 13.1. Introduction 13.2. Pricing Analysis 13.3. Historical Market Value (US$ Mn) Trend Analysis By Market Taxonomy, 2018-2023 13.4. Market Value (US$ Mn) & Forecast By Market Taxonomy, 2024-2034 13.4.1. By Country 13.4.1.1. U.S. 13.4.1.2. Canada 13.4.1.3. Rest of North America 13.4.2. By Sourcing Type 13.4.3. By Type 13.4.4. By Vertical 13.4.5. By Labeling Type 13.5. Market Attractiveness Analysis 13.5.1. By Country 13.5.2. By Sourcing Type 13.5.3. By Type 13.5.4. By Vertical 13.5.5. By Labeling Type 14. Latin America Market Analysis 2018-2023 and Forecast 2024-2034 14.1. Introduction 14.2. Pricing Analysis 14.3. Historical Market Value (US$ Mn) Trend Analysis By Market Taxonomy, 2018-2023 14.4. Market Value (US$ Mn) & Forecast By Market Taxonomy, 2024-2034 14.4.1. By Country 14.4.1.1. Brazil 14.4.1.2. Mexico 14.4.1.3. Rest of Latin America 14.4.2. By Sourcing Type 14.4.3. By Type 14.4.4. By Vertical 14.4.5. By Labeling Type 14.5. Market Attractiveness Analysis 14.5.1. By Country 14.5.2. By Sourcing Type 14.5.3. By Type 14.5.4. By Vertical 14.5.5. By Labeling Type 15. Europe Market Analysis 2018-2023 and Forecast 2024-2034 15.1. Introduction 15.2. Pricing Analysis 15.3. Historical Market Value (US$ Mn) Trend Analysis By Market Taxonomy, 2018-2023 15.4. Market Value (US$ Mn) & Forecast By Market Taxonomy, 2024-2034 15.4.1. By Country 15.4.1.1. Germany 15.4.1.2. France 15.4.1.3. U.K. 15.4.1.4. Italy 15.4.1.5. Benelux 15.4.1.6. Nordic Countries 15.4.1.7. Rest of Europe 15.4.2. By Sourcing Type 15.4.3. By Type 15.4.4. By Vertical 15.4.5. By Labeling Type 15.5. Market Attractiveness Analysis 15.5.1. By Country 15.5.2. By Sourcing Type 15.5.3. By Type 15.5.4. By Vertical 15.5.5. By Labeling Type 16. Asia Pacific Market Analysis 2018-2023 and Forecast 2024-2034 16.1. Introduction 16.2. Pricing Analysis 16.3. Historical Market Value (US$ Mn) Trend Analysis By Market Taxonomy, 2018-2023 16.4. Market Value (US$ Mn) & Forecast By Market Taxonomy, 2024-2034 16.4.1. By Country 16.4.1.1. China 16.4.1.2. Japan 16.4.1.3. South Korea 16.4.1.4. Rest of Asia Pacific 16.4.2. By Sourcing Type 16.4.3. By Type 16.4.4. By Vertical 16.4.5. By Labeling Type 16.5. Market Attractiveness Analysis 16.5.1. By Country 16.5.2. By Sourcing Type 16.5.3. By Type 16.5.4. By Vertical 16.5.5. By Labeling Type 17. Middle East and Africa Market Analysis 2018-2023 and Forecast 2024-2034 17.1. Introduction 17.2. Pricing Analysis 17.3. Historical Market Value (US$ Mn) Trend Analysis By Market Taxonomy, 2018-2023 17.4. Market Value (US$ Mn) & Forecast By Market Taxonomy, 2024-2034 17.4.1. By Country 17.4.1.1. GCC Countries 17.4.1.2. South Africa 17.4.1.3. Turkey 17.4.1.4. Rest of Middle East and Africa 17.4.2. By Sourcing Type 17.4.3. By Type 17.4.4. By Vertical 17.4.5. By Labeling Type 17.5. Market Attractiveness Analysis 17.5.1. By Country 17.5.2. By Sourcing Type 17.5.3. By Type 17.5.4. By Vertical 17.5.5. By Labeling Type 18. Key Countries Market Analysis 2018-2023 and Forecast 2024-2034 18.1. Introduction 18.1.1. Market Value Proportion Analysis, By Key Countries 18.1.2. Global Vs. Country Growth Comparison 18.2. US Market Analysis 18.2.1. Value Proportion Analysis by Market Taxonomy 18.2.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.2.2.1. By Sourcing Type 18.2.2.2. By Type 18.2.2.3. By Vertical 18.2.2.4. By Labeling Type 18.3. Canada Market Analysis 18.3.1. Value Proportion Analysis by Market Taxonomy 18.3.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.3.2.1. By Sourcing Type 18.3.2.2. By Type 18.3.2.3. By Vertical 18.3.2.4. By Labeling Type 18.4. Mexico Market Analysis 18.4.1. Value Proportion Analysis by Market Taxonomy 18.4.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.4.2.1. By Sourcing Type 18.4.2.2. By Type 18.4.2.3. By Vertical 18.4.2.4. By Labeling Type 18.5. Brazil Market Analysis 18.5.1. Value Proportion Analysis by Market Taxonomy 18.5.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.5.2.1. By Sourcing Type 18.5.2.2. By Type 18.5.2.3. By Vertical 18.5.2.4. By Labeling Type 18.6. Germany Market Analysis 18.6.1. Value Proportion Analysis by Market Taxonomy 18.6.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.6.2.1. By Sourcing Type 18.6.2.2. By Type 18.6.2.3. By Vertical 18.6.2.4. By Labeling Type 18.7. France Market Analysis 18.7.1. Value Proportion Analysis by Market Taxonomy 18.7.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.7.2.1. By Sourcing Type 18.7.2.2. By Type 18.7.2.3. By Vertical 18.7.2.4. By Labeling Type 18.8. Italy Market Analysis 18.8.1. Value Proportion Analysis by Market Taxonomy 18.8.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.8.2.1. By Sourcing Type 18.8.2.2. By Type 18.8.2.3. By Vertical 18.8.2.4. By Labeling Type 18.9. BENELUX Market Analysis 18.9.1. Value Proportion Analysis by Market Taxonomy 18.9.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.9.2.1. By Sourcing Type 18.9.2.2. By Type 18.9.2.3. By Vertical 18.9.2.4. By Labeling Type 18.10. UK Market Analysis 18.10.1. Value Proportion Analysis by Market Taxonomy 18.10.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.10.2.1. By Sourcing Type 18.10.2.2. By Type 18.10.2.3. By Vertical 18.10.2.4. By Labeling Type 18.11. Nordic Countries Market Analysis 18.11.1. Value Proportion Analysis by Market Taxonomy 18.11.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.11.2.1. By Sourcing Type 18.11.2.2. By Type 18.11.2.3. By Vertical 18.11.2.4. By Labeling Type 18.12. China Market Analysis 18.12.1. Value Proportion Analysis by Market Taxonomy 18.12.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.12.2.1. By Sourcing Type 18.12.2.2. By Type 18.12.2.3. By Vertical 18.12.2.4. By Labeling Type 18.13. Japan Market Analysis 18.13.1. Value Proportion Analysis by Market Taxonomy 18.13.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.13.2.1. By Sourcing Type 18.13.2.2. By Type 18.13.2.3. By Vertical 18.13.2.4. By Labeling Type 18.14. South Korea Market Analysis 18.14.1. Value Proportion Analysis by Market Taxonomy 18.14.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.14.2.1. By Sourcing Type 18.14.2.2. By Type 18.14.2.3. By Vertical 18.14.2.4. By Labeling Type 18.15. GCC Countries Market Analysis 18.15.1. Value Proportion Analysis by Market Taxonomy 18.15.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.15.2.1. By Sourcing Type 18.15.2.2. By Type 18.15.2.3. By Vertical 18.15.2.4. By Labeling Type 18.16. South Africa Market Analysis 18.16.1. Value Proportion Analysis by Market Taxonomy 18.16.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.16.2.1. By Sourcing Type 18.16.2.2. By Type 18.16.2.3. By Vertical 18.16.2.4. By Labeling Type 18.17. Turkey Market Analysis 18.17.1. Value Proportion Analysis by Market Taxonomy 18.17.2. Value Analysis and Forecast by Market Taxonomy, 2018-2034 18.17.2.1. By Sourcing Type 18.17.2.2. By Type 18.17.2.3. By Vertical 18.17.2.4. By Labeling Type 18.17.3. Competition Landscape and Player Concentration in the Country 19. Market Structure Analysis 19.1. Market Analysis by Tier of Companies 19.2. Market Concentration 19.3. Market Share Analysis of Top Players 19.4. Market Presence Analysis 19.4.1. By Regional footprint of Players 19.4.2. Product footprint by Players 20. Competition Analysis 20.1. Competition Dashboard 20.2. Competition Benchmarking 20.3. Competition Deep Dive 20.3.1. Alegion 20.3.1.1. Overview 20.3.1.2. Product Portfolio 20.3.1.3. Sales Footprint 20.3.1.4. Strategy Overview 20.3.2. Amazon Mechanical Turk, Inc. 20.3.2.1. Overview 20.3.2.2. Product Portfolio 20.3.2.3. Sales Footprint 20.3.2.4. Strategy Overview 20.3.3. Appen Limited 20.3.3.1. Overview 20.3.3.2. Product Portfolio 20.3.3.3. Sales Footprint 20.3.3.4. Strategy Overview 20.3.4. Clickworker GmbH 20.3.4.1. Overview 20.3.4.2. Product Portfolio 20.3.4.3. Sales Footprint 20.3.4.4. Strategy Overview 20.3.5. CloudApp 20.3.5.1. Overview 20.3.5.2. Product Portfolio 20.3.5.3. Sales Footprint 20.3.5.4. Strategy Overview 20.3.6. CloudFactory Limited 20.3.6.1. Overview 20.3.6.2. Product Portfolio 20.3.6.3. Sales Footprint 20.3.6.4. Strategy Overview 20.3.7. Cogito Tech LLC 20.3.7.1. Overview 20.3.7.2. Product Portfolio 20.3.7.3. Sales Footprint 20.3.7.4. Strategy Overview 20.3.8. Deep Systems, LLC 20.3.8.1. Overview 20.3.8.2. Product Portfolio 20.3.8.3. Sales Footprint 20.3.8.4. Strategy Overview 20.3.9. edgecase.ai 20.3.9.1. Overview 20.3.9.2. Product Portfolio 20.3.9.3. Sales Footprint 20.3.9.4. Strategy Overview 20.3.10. Explosion AI GMbH 20.3.10.1. Overview 20.3.10.2. Product Portfolio 20.3.10.3. Sales Footprint 20.3.10.4. Strategy Overview 21. Assumptions and Acronyms Used 22. Research Methodology
Don't Need a Global Report?
save 40%! on Country & Region specific reports
List Of Table
Table 01: Global Market Value (US$ Mn),By Sourcing Type, 2018-2023
Table 02: Global Market Value (US$ Mn),By Sourcing Type, 2024-2034
Table 03: Global Market Value (US$ Mn), By Type, 2018-2023
Table 04: Global Market Value (US$ Mn), By Type, 2024-2034
Table 05: Global Market Value (US$ Mn), By Labeling Type, 2018-2023
Table 06: Global Market Value (US$ Mn), By Labeling Type, 2024-2034
Table 07: Global Market Value (US$ Mn), By Vertical, 2018-2023
Table 08: Global Market Value (US$ Mn), By Vertical, 2024-2034
Table 09: Global Market, By Region, 2018-2023
Table 10: Global Market, By Region, 2024-2034
Table 11: North America Market Value (US$ Mn),By Sourcing Type, 2018-2023
Table 12: North America Market Value (US$ Mn),By Sourcing Type, 2024-2034
Table 13: North America Market Value (US$ Mn), By Type, 2018-2023
Table 14: North America Market Value (US$ Mn), By Type, 2024-2034
Table 15: North America Market Value (US$ Mn), By Labeling Type, 2018-2023
Table 16: North America Market Value (US$ Mn), By Labeling Type, 2024-2034
Table 17: North America Market Value (US$ Mn), By Vertical, 2018-2023
Table 18: North America Market Value (US$ Mn), By Vertical, 2024-2034
Table 19: North America Market, By Country, 2018-2023
Table 20: North America Market, By Country, 2024-2034
Table 21: Latin America Market Value (US$ Mn),By Sourcing Type, 2018-2023
Table 22: Latin America Market Value (US$ Mn),By Sourcing Type, 2024-2034
Table 23: Latin America Market Value (US$ Mn), By Type, 2018-2023
Table 24: Latin America Market Value (US$ Mn), By Type, 2024-2034
Table 25: Latin America Market Value (US$ Mn), By Labeling Type, 2018-2023
Table 26: Latin America Market Value (US$ Mn), By Labeling Type, 2024-2034
Table 27: Latin America Market Value (US$ Mn), By Vertical, 2018-2023
Table 28: Latin America Market Value (US$ Mn), By Vertical, 2024-2034
Table 29: Latin America Market, By Country, 2018-2023
Table 30: Latin America Market, By Country, 2024-2034
Table 31: Europe Market Value (US$ Mn),By Sourcing Type, 2018-2023
Table 32: Europe Market Value (US$ Mn),By Sourcing Type, 2024-2034
Table 33: Europe Market Value (US$ Mn), By Type, 2018-2023
Table 34: Europe Market Value (US$ Mn), By Type, 2024-2034
Table 35: Europe Market Value (US$ Mn), By Labeling Type, 2018-2023
Table 36: Europe Market Value (US$ Mn), By Labeling Type, 2024-2034
Table 37: Europe Market Value (US$ Mn), By Vertical, 2018-2023
Table 38: Europe Market Value (US$ Mn), By Vertical, 2024-2034
Table 39: Europe Market, By Country, 2018-2023
Table 40: Europe Market, By Country, 2024-2034
Table 41: Asia Pacific Market Value (US$ Mn),By Sourcing Type, 2018-2023
Table 42: Asia Pacific Market Value (US$ Mn),By Sourcing Type, 2024-2034
Table 43: Asia Pacific Market Value (US$ Mn), By Type, 2018-2023
Table 44: Asia Pacific Market Value (US$ Mn), By Type, 2024-2034
Table 45: Asia Pacific Market Value (US$ Mn), By Labeling Type, 2018-2023
Table 46: Asia Pacific Market Value (US$ Mn), By Labeling Type, 2024-2034
Table 47: Asia Pacific Market Value (US$ Mn), By Vertical, 2018-2023
Table 48: Asia Pacific Market Value (US$ Mn), By Vertical, 2024-2034
Table 49: Asia Pacific Market, By Country, 2018-2023
Table 50: Asia Pacific Market, By Country, 2024-2034
Table 51: MEA Market Value (US$ Mn),By Sourcing Type, 2018-2023
Table 52: MEA Market Value (US$ Mn),By Sourcing Type, 2024-2034
Table 53: MEA Market Value (US$ Mn), By Type, 2018-2023
Table 54: MEA Market Value (US$ Mn), By Type, 2024-2034
Table 55: MEA Market Value (US$ Mn), By Labeling Type, 2018-2023
Table 56: MEA Market Value (US$ Mn), By Labeling Type, 2024-2034
Table 57: MEA Market Value (US$ Mn), By Vertical, 2018-2023
Table 58: MEA Market Value (US$ Mn), By Vertical, 2024-2034
Table 59: MEA Market, By Country, 2018-2023
Table 60: MEA Market, By Country, 2024-2034
More Insights, Lesser Cost (-50% off)
Insights on import/export production,
pricing analysis, and more – Only @ Fact.MR
List Of Figures
Figure 01: Global Market Value (US$ Mn) and Year-on-Year Growth, 2018-2034
Figure 02: Global Market Absolute $ Historical Gain (2018-2023) and Opportunity (2024-2034), US$ Mn
Figure 03: Global Market Share, By Sourcing Type, 2024 & 2034
Figure 04: Global Market Y-o-Y Growth Projections, By Sourcing Type – 2024-2034
Figure 05: Global Market Attractiveness Index, By Sourcing Type – 2024-2034
Figure 06: Global Market Share, By Type, 2024 & 2034
Figure 07: Global Market Y-o-Y Growth Projections, By Type – 2024-2034
Figure 08: Global Market Attractiveness Index, By Type – 2024-2034
Figure 09: Global Market Share, By Vertical, 2024 & 2034
Figure 10: Global Market Y-o-Y Growth Projections, By Vertical – 2024-2034
Figure 11: Global Market Attractiveness Index, By Vertical – 2024-2034
Figure 12: Global Market Share, By Labeling Type, 2024 & 2034
Figure 13: Global Market Y-o-Y Growth Projections, By Labeling Type – 2024-2034
Figure 14: Global Market Attractiveness Index, By Labeling Type – 2024-2034
Figure 15: Global Market Share, By Region, 2024 & 2034
Figure 16: Global Market Y-o-Y Growth Projections, By Region – 2024-2034
Figure 17: Global Market Attractiveness Index, By Region – 2024-2034
Figure 18: North America Market Value (US$ Mn) and Year-on-Year Growth, 2018-2034
Figure 19: North America Market Absolute $ Opportunity Historical (2018-2023) and Forecast Period (2024-2034), US$ Mn
Figure 20: North America Market Share, By Sourcing Type, 2024 & 2034
Figure 21: North America Market Y-o-Y Growth Projections, By Sourcing Type – 2024-2034
Figure 22: North America Market Attractiveness Index, By Sourcing Type – 2024-2034
Figure 23: North America Market Share, By Type, 2024 & 2034
Figure 24: North America Market Y-o-Y Growth Projections, By Type – 2024-2034
Figure 25: North America Market Attractiveness Index, By Type – 2024-2034
Figure 26: North America Market Share, By Vertical, 2024 & 2034
Figure 27: North America Market Y-o-Y Growth Projections, By Vertical – 2024-2034
Figure 28: North America Market Attractiveness Index, By Vertical – 2024-2034
Figure 29: North America Market Share, By Labeling Type, 2024 & 2034
Figure 30: North America Market Y-o-Y Growth Projections, By Labeling Type – 2024-2034
Figure 31: North America Market Attractiveness Index, By Labeling Type – 2024-2034
Figure 32: North America Market Share, By Country, 2024 & 2034
Figure 33: North America Market Y-o-Y Growth Projections, By Country – 2024-2034
Figure 34: North America Market Attractiveness Index, By Country – 2024-2034
Figure 35: Latin America Market Value (US$ Mn) and Year-on-Year Growth, 2018-2034
Figure 36: Latin America Market Absolute $ Opportunity Historical (2018-2023) and Forecast Period (2024-2034), US$ Mn
Figure 37: Latin America Market Share, By Sourcing Type, 2024 & 2034
Figure 38: Latin America Market Y-o-Y Growth Projections, By Sourcing Type – 2024-2034
Figure 39: Latin America Market Attractiveness Index, By Sourcing Type – 2024-2034
Figure 40: Latin America Market Share, By Type, 2024 & 2034
Figure 41: Latin America Market Y-o-Y Growth Projections, By Type – 2024-2034
Figure 42: Latin America Market Attractiveness Index, By Type – 2024-2034
Figure 43: Latin America Market Share, By Vertical, 2024 & 2034
Figure 44: Latin America Market Y-o-Y Growth Projections, By Vertical – 2024-2034
Figure 45: Latin America Market Attractiveness Index, By Vertical – 2024-2034
Figure 46: Latin America Market Share, By Labeling Type, 2024 & 2034
Figure 47: Latin America Market Y-o-Y Growth Projections, By Labeling Type – 2024-2034
Figure 48: Latin America Market Attractiveness Index, By Labeling Type – 2024-2034
Figure 49: Latin America Market Share, By Country, 2024 & 2034
Figure 50: Latin America Market Y-o-Y Growth Projections, By Country – 2024-2034
Figure 51: Latin America Market Attractiveness Index, By Country – 2024-2034
Figure 52: Europe Market Value (US$ Mn) and Year-on-Year Growth, 2018-2034
Figure 53: Europe Market Absolute $ Opportunity Historical (2018-2023) and Forecast Period (2024-2034), US$ Mn
Figure 54: Europe Market Share, By Sourcing Type, 2024 & 2034
Figure 55: Europe Market Y-o-Y Growth Projections, By Sourcing Type – 2024-2034
Figure 56: Europe Market Attractiveness Index, By Sourcing Type – 2024-2034
Figure 57: Europe Market Share, By Type, 2024 & 2034
Figure 58: Europe Market Y-o-Y Growth Projections, By Type – 2024-2034
Figure 59: Europe Market Attractiveness Index, By Type – 2024-2034
Figure 60: Europe Market Share, By Vertical, 2024 & 2034
Figure 61: Europe Market Y-o-Y Growth Projections, By Vertical – 2024-2034
Figure 62: Europe Market Attractiveness Index, By Vertical – 2024-2034
Figure 63: Europe Market Share, By Labeling Type, 2024 & 2034
Figure 64: Europe Market Y-o-Y Growth Projections, By Labeling Type – 2024-2034
Figure 65: Europe Market Attractiveness Index, By Labeling Type – 2024-2034
Figure 66: Europe Market Share, By Country, 2024 & 2034
Figure 67: Europe Market Y-o-Y Growth Projections, By Country – 2024-2034
Figure 68: Europe Market Attractiveness Index, By Country – 2024-2034
Figure 69: MEA Market Value (US$ Mn) and Year-on-Year Growth, 2018-2034
Figure 70: MEA Market Absolute $ Opportunity Historical (2018-2023) and Forecast Period (2024-2034), US$ Mn
Figure 71: MEA Market Share, By Sourcing Type, 2024 & 2034
Figure 72: MEA Market Y-o-Y Growth Projections, By Sourcing Type – 2024-2034
Figure 73: MEA Market Attractiveness Index, By Sourcing Type – 2024-2034
Figure 74: MEA Market Share, By Type, 2024 & 2034
Figure 75: MEA Market Y-o-Y Growth Projections, By Type – 2024-2034
Figure 76: MEA Market Attractiveness Index, By Type – 2024-2034
Figure 77: MEA Market Share, By Vertical, 2024 & 2034
Figure 78: MEA Market Y-o-Y Growth Projections, By Vertical – 2024-2034
Figure 79: MEA Market Attractiveness Index, By Vertical – 2024-2034
Figure 80: MEA Market Share, By Labeling Type, 2024 & 2034
Figure 81: MEA Market Y-o-Y Growth Projections, By Labeling Type – 2024-2034
Figure 82: MEA Market Attractiveness Index, By Labeling Type – 2024-2034
Figure 83: MEA Market Share, By Country, 2024 & 2034
Figure 84: MEA Market Y-o-Y Growth Projections, By Country – 2024-2034
Figure 85: MEA Market Attractiveness Index, By Country – 2024-2034
Figure 86: Asia Pacific Market Value (US$ Mn) and Year-on-Year Growth, 2018-2034
Figure 87: Asia Pacific Market Absolute $ Opportunity Historical (2018-2023) and Forecast Period (2024-2034), US$ Mn
Figure 88: Asia Pacific Market Share, By Sourcing Type, 2024 & 2034
Figure 89: Asia Pacific Market Y-o-Y Growth Projections, By Sourcing Type – 2024-2034
Figure 90: Asia Pacific Market Attractiveness Index, By Sourcing Type – 2024-2034
Figure 91: Asia Pacific Market Share, By Type, 2024 & 2034
Figure 92: Asia Pacific Market Y-o-Y Growth Projections, By Type – 2024-2034
Figure 93: Asia Pacific Market Attractiveness Index, By Type – 2024-2034
Figure 94: Asia Pacific Market Share, By Vertical, 2024 & 2034
Figure 95: Asia Pacific Market Y-o-Y Growth Projections, By Vertical – 2024-2034
Figure 96: Asia Pacific Market Attractiveness Index, By Vertical – 2024-2034
Figure 97: Asia Pacific Market Share, By Labeling Type, 2024 & 2034
Figure 98: Asia Pacific Market Y-o-Y Growth Projections, By Labeling Type – 2024-2034
Figure 99: Asia Pacific Market Attractiveness Index, By Labeling Type – 2024-2034
Figure 100: Asia Pacific Market Share, By Country, 2024 & 2034
Figure 101: Asia Pacific Market Y-o-Y Growth Projections, By Country – 2024-2034
Figure 102: Asia Pacific Market Attractiveness Index, By Country – 2024-2034
Know thy Competitors
Competitive landscape highlights only certain players
Complete list available upon request
- FAQs -
What is the market size for data labeling solutions and services in 2024?
The global data labeling solution and services market is placed at US$ 12.7 billion in 2024.
Which type of labeling holds a leading market share?
In 2024, manual labeling accounts for around 80% market share.
What is the projected revenue from data labeling solution and services by 2034?
By 2034, the market for data labeling solutions and services is forecasted to generate a revenue of US$ 92.4 billion.
What is the projected market growth rate through 2034?
The market is forecasted to grow at a CAGR of 22% through 2034.
What are the projections for the market in North America?
The North American market is projected to grow at a CAGR of 22.2%.
What is the forecasted growth rate for the East Asia market?
The East Asian market is calculated to expand at a CAGR of 22.4% from 2024 to 2034.
What is the CAGR for revenue from data labeling solutions and services in Japan?
Sales of data labeling solutions and services in Japan are projected to rise at a CAGR of 22.6% by 2034.
Data Labeling Solution and Services Market