Data Annotation and Labeling Global Market Report 2024

Description

Data annotation and labeling are essential procedures in machine learning and artificial intelligence, involving manually or automatically assigning tags or labels to data points for training models. Data annotation is the process of adding metadata or labels to raw data to make it understandable and usable by machine learning algorithms, whereas Labeling is a subset of data annotation in which categorical or numerical labels are assigned to data points to indicate their class, category, or value.

The primary components of data annotation and labeling consist of solutions and services. Solutions refer to techniques or procedures employed to address problems or meet requirements. They encompass various data types such as text, images, videos, and audio, along with different annotation methods including manual, automatic, and semi-supervised approaches. These solutions find application across a wide range of areas including dataset management, security and compliance, data quality control, workforce management, content management, catalog management, sentiment analysis, and more. They are utilized by diverse end-users including banking, financial services, and insurance (BFSI), information technology and information technology-enabled services (ITES), healthcare and life sciences, telecommunications, government defense and public agencies, retail and consumer goods, automotive, and others.

The data annotation and labeling market research report is one of a series of new reports from The Business Research Company that provides data annotation and labeling market statistics, including data annotation and labeling industry global market size, regional shares, competitors with data annotation and labeling market share, detailed data annotation and labeling market segments, market trends, and opportunities, and any further data you may need to thrive in the data annotation and labeling industry. This data annotation and labeling market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The data annotation and labeling market size has grown exponentially in recent years. It will grow from $1.28 billion in 2023 to $1.70 billion in 2024 at a compound annual growth rate (CAGR) of 32.9%. The expansion observed during the historical period can be attributed to several factors, including the increased accessibility of cloud-based data annotation services and the emergence of crowdsourcing platforms.

The data annotation and labeling market size is expected to see exponential growth in the next few years. It will grow to $5.27 billion in 2028 at a compound annual growth rate (CAGR) of 32.6%. The projected growth in the forecast period can be attributed to several factors, including the increasing adoption of machine learning (ML) and artificial intelligence (AI), the emergence of the Internet of Things (IoT), and the rising utilization of cloud-based solutions. Major trends expected in this forecast period include product innovations, technological advancements, and strategic partnerships within the industry.

The upward trajectory of the data annotation and labeling market is strongly propelled by the escalating adoption of artificial intelligence (AI) and machine learning (ML). AI involves the development of computer systems capable of executing tasks that traditionally necessitate human intellect, while ML revolves around algorithms learning from data to forecast, categorize, and automate processes without explicit programming for each task. Data annotation and labeling play a pivotal role in ML and AI by furnishing labeled datasets, enabling ML models to discern patterns, forecast outcomes, and execute tasks proficiently. For instance, as of May 2022, reports from the International Business Machines Corporation revealed that approximately 35% of organizations incorporated AI into their operations, marking a four-point increase from 2021. Moreover, between 2021 and 2022, there was a notable 13% surge in the likelihood of firms adopting AI technology. Similarly, in July 2023, findings from Earthweb Inc. indicated that 48% of companies leveraged deep learning or ML to effectively harness vast volumes of data. Consequently, the burgeoning utilization of AI and ML is instrumental in propelling the growth of the data annotation and labeling market.

Prominent players within the data annotation and labeling market are strategically focusing on technologically enhanced products, particularly structured data annotation tools, to bolster their market stance. These tools, designed to facilitate the marking and tagging of structured data, streamline the process for ML algorithms to recognize and process information more efficiently. For instance, in March 2023, SciBite Limited, a UK-based entity specializing in data annotation solutions, unveiled "Workbench." This structured data annotation application simplifies data curation through the utilization of standardized terminologies and ontologies. Workbench empowers businesses to adopt a FAIR approach to data management, ensuring that data remains findable, accessible, interrelated, and reusable. Equipped with an intuitive user interface, data scientists and curators can accurately annotate data, thus optimizing time efficiency and enhancing replicability. Additionally, Workbench incorporates a robust REST API, furnishing programmatic access to essential operations and facilitating seamless integration into bespoke data curation workflows.

In July 2021, TELUS International, a Canadian technology firm specializing in innovative solutions for leading global brands, completed the acquisition of Playment for an undisclosed sum. This strategic move enables TELUS International to leverage the increasing need for data annotation services across diverse sectors such as healthcare, retail, and autonomous vehicle innovation. Playment, headquartered in India, provides cutting-edge data labeling infrastructure and solutions, facilitating organizations in expediting their machine learning initiatives.

Major companies operating in the data annotation and labeling market report are Google LLC, Amazon Web Services Inc., The International Business Machines Corporation, Oracle Corporation, Adobe Inc., Allegion PLC, TELUS International, Appen Ltd, Scale AI Inc, CloudFactory Limited, Anolytics, CapeStart Inc., Clickworker, DataPure Technologies, Amantya Technologies, Labelbox Inc., LXT AI Inc., Keylabs.ai LTD., Dataloop AI, Precise BPO Solution, SuperAnnotate, Label Your Data, V7 Labs, Cogito Tech LLC, AI Data innovation, Sigma AI, LightTag, Datasur N.V., Kili technology Corp., Segment AI

North America was the largest region in the data annotation and labeling market in 2023. The regions covered in the data annotation and labeling market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the data annotation and labeling market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The data annotation and labeling market includes revenues earned by entities by providing services such as object detection, sentiment analysis, named entity recognition, and quality assurance for machine learning and AI model training datasets. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Data Annotation and Labeling Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on data annotation and labeling market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
Measure the impact of high global inflation on market growth.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
Suitable for supporting your internal and external presentations with reliable high quality data and analysis
Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for data annotation and labeling ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The data annotation and labeling market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Component: Solution; Service
2) By Data Type: Text; Image; Video; Audio
3) By Annotation Type: Manual; Automatic; Semi-Supervises
4) By Application: Dataset Management; Security And Compliance; Data Quality Control; Workforce Management; Content Management; Catalog Management; Sentiment Analysis; Other Applications
5) By Verticals: Banking Financial Services And Insurance (BFSI); Information Technology And Information Technology Enabled Services (ITES); Healthcare And Life science; Telecom; Government Defense And Public Agencies; Retail and Consumer Goods; Automotive; Other Verticals
Companies Mentioned: Google LLC; Amazon Web Services Inc.; The International Business Machines Corporation; Oracle Corporation; Adobe Inc.
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

Product Code: r16806

1. Executive Summary

2. Data Annotation and Labeling Market Characteristics

3. Data Annotation and Labeling Market Trends And Strategies

4. Data Annotation and Labeling Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Data Annotation and Labeling Market Size and Growth

5.1. Global Data Annotation and Labeling Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Data Annotation and Labeling Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Data Annotation and Labeling Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Data Annotation and Labeling Market Segmentation

6.1. Global Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Solution
Service
6.2. Global Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Text
Image
Video
Audio
6.3. Global Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Manual
Automatic
Semi-Supervises
6.4. Global Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Dataset Management
Security And Compliance
Data Quality Control
Workforce Management
Content Management
Catalog Management
Sentiment Analysis
Other Applications
6.5. Global Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Banking Financial Services And Insurance (BFSI)
Information Technology And Information Technology Enabled Services (ITES)
Healthcare And Life science
Telecom
Government Defense And Public Agencies
Retail and Consumer Goods
Automotive
Other Verticals

7. Data Annotation and Labeling Market Regional And Country Analysis

7.1. Global Data Annotation and Labeling Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Data Annotation and Labeling Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Data Annotation and Labeling Market

8.1. Asia-Pacific Data Annotation and Labeling Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Data Annotation and Labeling Market

9.1. China Data Annotation and Labeling Market Overview
9.2. China Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Data Annotation and Labeling Market

10.1. India Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Data Annotation and Labeling Market

11.1. Japan Data Annotation and Labeling Market Overview
11.2. Japan Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Data Annotation and Labeling Market

12.1. Australia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Data Annotation and Labeling Market

13.1. Indonesia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Data Annotation and Labeling Market

14.1. South Korea Data Annotation and Labeling Market Overview
14.2. South Korea Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Data Annotation and Labeling Market

15.1. Western Europe Data Annotation and Labeling Market Overview
15.2. Western Europe Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Data Annotation and Labeling Market

16.1. UK Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Data Annotation and Labeling Market

17.1. Germany Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Data Annotation and Labeling Market

18.1. France Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Data Annotation and Labeling Market

19.1. Italy Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Data Annotation and Labeling Market

20.1. Spain Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Data Annotation and Labeling Market

21.1. Eastern Europe Data Annotation and Labeling Market Overview
21.2. Eastern Europe Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Data Annotation and Labeling Market

22.1. Russia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Data Annotation and Labeling Market

23.1. North America Data Annotation and Labeling Market Overview
23.2. North America Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Data Annotation and Labeling Market

24.1. USA Data Annotation and Labeling Market Overview
24.2. USA Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Data Annotation and Labeling Market

25.1. Canada Data Annotation and Labeling Market Overview
25.2. Canada Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Data Annotation and Labeling Market

26.1. South America Data Annotation and Labeling Market Overview
26.2. South America Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Data Annotation and Labeling Market

27.1. Brazil Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Data Annotation and Labeling Market

28.1. Middle East Data Annotation and Labeling Market Overview
28.2. Middle East Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Data Annotation and Labeling Market

29.1. Africa Data Annotation and Labeling Market Overview
29.2. Africa Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Data Annotation and Labeling Market Competitive Landscape And Company Profiles

30.1. Data Annotation and Labeling Market Competitive Landscape
30.2. Data Annotation and Labeling Market Company Profiles
- 30.2.1. Google LLC
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Amazon Web Services Inc.
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. The International Business Machines Corporation
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Oracle Corporation
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Adobe Inc.
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Data Annotation and Labeling Market Other Major And Innovative Companies

31.1. Allegion PLC
31.2. TELUS International
31.3. Appen Ltd
31.4. Scale AI Inc
31.5. CloudFactory Limited
31.6. Anolytics
31.7. CapeStart Inc.
31.8. Clickworker
31.9. DataPure Technologies
31.10. Amantya Technologies
31.11. Labelbox Inc.
31.12. LXT AI Inc.
31.13. Keylabs.ai LTD.
31.14. Dataloop AI
31.15. Precise BPO Solution

32. Global Data Annotation and Labeling Market Competitive Benchmarking

33. Global Data Annotation and Labeling Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Data Annotation and Labeling Market

35. Data Annotation and Labeling Market Future Outlook and Potential Analysis

35.1 Data Annotation and Labeling Market In 2028 - Countries Offering Most New Opportunities
35.2 Data Annotation and Labeling Market In 2028 - Segments Offering Most New Opportunities
35.3 Data Annotation and Labeling Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer