Data labeling software provides a tool set for businesses to turn unlabeled data into labeled data and build corresponding artificial intelligence algorithms. Within these tools, the user inputs a given dataset and the software provides a label through machine learning-assisted labeling, a human taskforce, or the user themselves.
The global Data Labeling Software market size is projected to grow from US$ 50 million in 2023 to US$ 160.3 million in 2030; it is expected to grow at a CAGR of 17.9% from 2024 to 2030.
The 鈥淒ata Labeling Software Industry Forecast鈥� looks at past sales and reviews total world Data Labeling Software sales in 2023, providing a comprehensive analysis by region and market sector of projected Data Labeling Software sales for 2024 through 2030. With Data Labeling Software sales broken down by region, market sector and sub-sector, this report provides a detailed analysis in US$ millions of the world Data Labeling Software industry.
This Insight Report provides a comprehensive analysis of the global Data Labeling Software landscape and highlights key trends related to product segmentation, company formation, revenue, and market share, latest development, and M&A activity. This report also analyzes the strategies of leading global companies with a focus on Data Labeling Software portfolios and capabilities, market entry strategies, market positions, and geographic footprints, to better understand these firms鈥� unique position in an accelerating global Data Labeling Software market.
This Insight Report evaluates the key market trends, drivers, and affecting factors shaping the global outlook for Data Labeling Software and breaks down the forecast by Type, by Application, geography, and market size to highlight emerging pockets of opportunity. With a transparent methodology based on hundreds of bottom-up qualitative and quantitative market inputs, this study forecast offers a highly nuanced view of the current state and future trajectory in the global Data Labeling Software.
The future market trends of data labeling software are driven by the increasing demand for high-quality and reliable training data for various machine learning and artificial intelligence applications across different industries. Some of the key trends are:
The adoption of higher-speed and cloud-based data labeling software, which can handle large volumes of data and provide faster and more scalable solutions. These software can also leverage advanced technologies such as computer vision, natural language processing, and deep learning to automate and improve the accuracy and efficiency of data labeling tasks.
The growth of multi-modal and multi-task data labeling software, which can support different types of data (such as audio, image/video, text) and different types of labels (such as classification, segmentation, detection) in a single platform. These software can also enable cross-modal and cross-task learning, which can enhance the performance and generalization of machine learning models.
The emergence of human-in-the-loop and active learning approaches, which can combine the strengths of human intelligence and machine intelligence to optimize the data labeling process. These approaches can involve human feedback, verification, correction, or annotation to improve the quality and consistency of the labeled data. They can also use machine learning techniques to select the most informative and relevant data samples for labeling, reducing the time and cost of data collection and annotation.
The integration of artificial intelligence ethics and privacy principles into data labeling software, which can ensure the fairness, accountability, transparency, and security of the data labeling process. These principles can help users to avoid bias, discrimination, or harm in their data labeling tasks. They can also help users to protect the privacy and confidentiality of their data sources and subjects.
This report presents a comprehensive overview, market shares, and growth opportunities of Data Labeling Software market by product type, application, key players and key regions and countries.
Segmentation by type
Cloud-Based
On-Premises
Segmentation by application
Government
Retail and eCommerce
Healthcare and Life Sciences
BFSI
Transportation and Logistics
Telecom and IT
Manufacturing
Others
This report also splits the market by region:
Americas
United States
Canada
Mexico
Brazil
APAC
China
Japan
Korea
Southeast Asia
India
Australia
Europe
Germany
France
UK
Italy
Russia
Middle East & Africa
Egypt
South Africa
Israel
Turkey
GCC Countries
The below companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company's coverage, product portfolio, its market penetration.
AWS
Figure Eight
Hive
Playment
V7
Clarifai
CloudFactory
Labelbox
Alegion
BasicAI
Dataloop AI
Datasaur
DefinedCrowd
Diffgram
edgecase.ai
Heartex
LinkedAi
Lionbridge
Sixgill
super.AI
SuperAnnotate
Deep Systems
TaQadam
TrainingData.io
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 Executive Summary
2.1 World Market Overview
2.1.1 Global Data Labeling Software Market Size 2019-2030
2.1.2 Data Labeling Software Market Size CAGR by Region 2019 VS 2023 VS 2030
2.2 Data Labeling Software Segment by Type
2.2.1 Cloud-Based
2.2.2 On-Premises
2.3 Data Labeling Software Market Size by Type
2.3.1 Data Labeling Software Market Size CAGR by Type (2019 VS 2023 VS 2030)
2.3.2 Global Data Labeling Software Market Size Market Share by Type (2019-2024)
2.4 Data Labeling Software Segment by Application
2.4.1 Government
2.4.2 Retail and eCommerce
2.4.3 Healthcare and Life Sciences
2.4.4 BFSI
2.4.5 Transportation and Logistics
2.4.6 Telecom and IT
2.4.7 Manufacturing
2.4.8 Others
2.5 Data Labeling Software Market Size by Application
2.5.1 Data Labeling Software Market Size CAGR by Application (2019 VS 2023 VS 2030)
2.5.2 Global Data Labeling Software Market Size Market Share by Application (2019-2024)
3 Data Labeling Software Market Size by Player
3.1 Data Labeling Software Market Size Market Share by Players
3.1.1 Global Data Labeling Software Revenue by Players (2019-2024)
3.1.2 Global Data Labeling Software Revenue Market Share by Players (2019-2024)
3.2 Global Data Labeling Software Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2022-2024)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Data Labeling Software by Regions
4.1 Data Labeling Software Market Size by Regions (2019-2024)
4.2 Americas Data Labeling Software Market Size Growth (2019-2024)
4.3 APAC Data Labeling Software Market Size Growth (2019-2024)
4.4 Europe Data Labeling Software Market Size Growth (2019-2024)
4.5 Middle East & Africa Data Labeling Software Market Size Growth (2019-2024)
5 Americas
5.1 Americas Data Labeling Software Market Size by Country (2019-2024)
5.2 Americas Data Labeling Software Market Size by Type (2019-2024)
5.3 Americas Data Labeling Software Market Size by Application (2019-2024)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Data Labeling Software Market Size by Region (2019-2024)
6.2 APAC Data Labeling Software Market Size by Type (2019-2024)
6.3 APAC Data Labeling Software Market Size by Application (2019-2024)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Data Labeling Software by Country (2019-2024)
7.2 Europe Data Labeling Software Market Size by Type (2019-2024)
7.3 Europe Data Labeling Software Market Size by Application (2019-2024)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Data Labeling Software by Region (2019-2024)
8.2 Middle East & Africa Data Labeling Software Market Size by Type (2019-2024)
8.3 Middle East & Africa Data Labeling Software Market Size by Application (2019-2024)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Data Labeling Software Market Forecast
10.1 Global Data Labeling Software Forecast by Regions (2025-2030)
10.1.1 Global Data Labeling Software Forecast by Regions (2025-2030)
10.1.2 Americas Data Labeling Software Forecast
10.1.3 APAC Data Labeling Software Forecast
10.1.4 Europe Data Labeling Software Forecast
10.1.5 Middle East & Africa Data Labeling Software Forecast
10.2 Americas Data Labeling Software Forecast by Country (2025-2030)
10.2.1 United States Data Labeling Software Market Forecast
10.2.2 Canada Data Labeling Software Market Forecast
10.2.3 Mexico Data Labeling Software Market Forecast
10.2.4 Brazil Data Labeling Software Market Forecast
10.3 APAC Data Labeling Software Forecast by Region (2025-2030)
10.3.1 China Data Labeling Software Market Forecast
10.3.2 Japan Data Labeling Software Market Forecast
10.3.3 Korea Data Labeling Software Market Forecast
10.3.4 Southeast Asia Data Labeling Software Market Forecast
10.3.5 India Data Labeling Software Market Forecast
10.3.6 Australia Data Labeling Software Market Forecast
10.4 Europe Data Labeling Software Forecast by Country (2025-2030)
10.4.1 Germany Data Labeling Software Market Forecast
10.4.2 France Data Labeling Software Market Forecast
10.4.3 UK Data Labeling Software Market Forecast
10.4.4 Italy Data Labeling Software Market Forecast
10.4.5 Russia Data Labeling Software Market Forecast
10.5 Middle East & Africa Data Labeling Software Forecast by Region (2025-2030)
10.5.1 Egypt Data Labeling Software Market Forecast
10.5.2 South Africa Data Labeling Software Market Forecast
10.5.3 Israel Data Labeling Software Market Forecast
10.5.4 Turkey Data Labeling Software Market Forecast
10.5.5 GCC Countries Data Labeling Software Market Forecast
10.6 Global Data Labeling Software Forecast by Type (2025-2030)
10.7 Global Data Labeling Software Forecast by Application (2025-2030)
11 Key Players Analysis
11.1 AWS
11.1.1 AWS Company Information
11.1.2 AWS Data Labeling Software Product Offered
11.1.3 AWS Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.1.4 AWS Main Business Overview
11.1.5 AWS Latest Developments
11.2 Figure Eight
11.2.1 Figure Eight Company Information
11.2.2 Figure Eight Data Labeling Software Product Offered
11.2.3 Figure Eight Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.2.4 Figure Eight Main Business Overview
11.2.5 Figure Eight Latest Developments
11.3 Hive
11.3.1 Hive Company Information
11.3.2 Hive Data Labeling Software Product Offered
11.3.3 Hive Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.3.4 Hive Main Business Overview
11.3.5 Hive Latest Developments
11.4 Playment
11.4.1 Playment Company Information
11.4.2 Playment Data Labeling Software Product Offered
11.4.3 Playment Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.4.4 Playment Main Business Overview
11.4.5 Playment Latest Developments
11.5 V7
11.5.1 V7 Company Information
11.5.2 V7 Data Labeling Software Product Offered
11.5.3 V7 Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.5.4 V7 Main Business Overview
11.5.5 V7 Latest Developments
11.6 Clarifai
11.6.1 Clarifai Company Information
11.6.2 Clarifai Data Labeling Software Product Offered
11.6.3 Clarifai Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.6.4 Clarifai Main Business Overview
11.6.5 Clarifai Latest Developments
11.7 CloudFactory
11.7.1 CloudFactory Company Information
11.7.2 CloudFactory Data Labeling Software Product Offered
11.7.3 CloudFactory Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.7.4 CloudFactory Main Business Overview
11.7.5 CloudFactory Latest Developments
11.8 Labelbox
11.8.1 Labelbox Company Information
11.8.2 Labelbox Data Labeling Software Product Offered
11.8.3 Labelbox Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.8.4 Labelbox Main Business Overview
11.8.5 Labelbox Latest Developments
11.9 Alegion
11.9.1 Alegion Company Information
11.9.2 Alegion Data Labeling Software Product Offered
11.9.3 Alegion Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.9.4 Alegion Main Business Overview
11.9.5 Alegion Latest Developments
11.10 BasicAI
11.10.1 BasicAI Company Information
11.10.2 BasicAI Data Labeling Software Product Offered
11.10.3 BasicAI Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.10.4 BasicAI Main Business Overview
11.10.5 BasicAI Latest Developments
11.11 Dataloop AI
11.11.1 Dataloop AI Company Information
11.11.2 Dataloop AI Data Labeling Software Product Offered
11.11.3 Dataloop AI Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.11.4 Dataloop AI Main Business Overview
11.11.5 Dataloop AI Latest Developments
11.12 Datasaur
11.12.1 Datasaur Company Information
11.12.2 Datasaur Data Labeling Software Product Offered
11.12.3 Datasaur Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.12.4 Datasaur Main Business Overview
11.12.5 Datasaur Latest Developments
11.13 DefinedCrowd
11.13.1 DefinedCrowd Company Information
11.13.2 DefinedCrowd Data Labeling Software Product Offered
11.13.3 DefinedCrowd Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.13.4 DefinedCrowd Main Business Overview
11.13.5 DefinedCrowd Latest Developments
11.14 Diffgram
11.14.1 Diffgram Company Information
11.14.2 Diffgram Data Labeling Software Product Offered
11.14.3 Diffgram Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.14.4 Diffgram Main Business Overview
11.14.5 Diffgram Latest Developments
11.15 edgecase.ai
11.15.1 edgecase.ai Company Information
11.15.2 edgecase.ai Data Labeling Software Product Offered
11.15.3 edgecase.ai Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.15.4 edgecase.ai Main Business Overview
11.15.5 edgecase.ai Latest Developments
11.16 Heartex
11.16.1 Heartex Company Information
11.16.2 Heartex Data Labeling Software Product Offered
11.16.3 Heartex Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.16.4 Heartex Main Business Overview
11.16.5 Heartex Latest Developments
11.17 LinkedAi
11.17.1 LinkedAi Company Information
11.17.2 LinkedAi Data Labeling Software Product Offered
11.17.3 LinkedAi Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.17.4 LinkedAi Main Business Overview
11.17.5 LinkedAi Latest Developments
11.18 Lionbridge
11.18.1 Lionbridge Company Information
11.18.2 Lionbridge Data Labeling Software Product Offered
11.18.3 Lionbridge Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.18.4 Lionbridge Main Business Overview
11.18.5 Lionbridge Latest Developments
11.19 Sixgill
11.19.1 Sixgill Company Information
11.19.2 Sixgill Data Labeling Software Product Offered
11.19.3 Sixgill Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.19.4 Sixgill Main Business Overview
11.19.5 Sixgill Latest Developments
11.20 super.AI
11.20.1 super.AI Company Information
11.20.2 super.AI Data Labeling Software Product Offered
11.20.3 super.AI Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.20.4 super.AI Main Business Overview
11.20.5 super.AI Latest Developments
11.21 SuperAnnotate
11.21.1 SuperAnnotate Company Information
11.21.2 SuperAnnotate Data Labeling Software Product Offered
11.21.3 SuperAnnotate Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.21.4 SuperAnnotate Main Business Overview
11.21.5 SuperAnnotate Latest Developments
11.22 Deep Systems
11.22.1 Deep Systems Company Information
11.22.2 Deep Systems Data Labeling Software Product Offered
11.22.3 Deep Systems Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.22.4 Deep Systems Main Business Overview
11.22.5 Deep Systems Latest Developments
11.23 TaQadam
11.23.1 TaQadam Company Information
11.23.2 TaQadam Data Labeling Software Product Offered
11.23.3 TaQadam Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.23.4 TaQadam Main Business Overview
11.23.5 TaQadam Latest Developments
11.24 TrainingData.io
11.24.1 TrainingData.io Company Information
11.24.2 TrainingData.io Data Labeling Software Product Offered
11.24.3 TrainingData.io Data Labeling Software Revenue, Gross Margin and Market Share (2019-2024)
11.24.4 TrainingData.io Main Business Overview
11.24.5 TrainingData.io Latest Developments
12 Research Findings and Conclusion
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*If Applicable.