Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Global Market Report 2024

Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Report 2024

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Global Market Report 2024 – By Type (Audio-Based, Image Or Video-Based, Text-Based), By Labeling Type (Automatic, Manual, Semi-Supervised), By Sourcing Type (In-House, Outsourced), By Vertical (Automotive, Financial Services, Government, Healthcare, Information Technology (IT) Data, Retail, Other Verticals) – Market Size, Trends, And Global Forecast 2024-2033

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Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Global Market Report 2024

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Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Definition

Generative artificial intelligence (AI) in data labeling solution and services refers to the use of advanced AI models to assist in or automate the process of labeling data. Generative AI in data labeling solutions and services utilizes advanced machine learning algorithms to automatically assign accurate labels to large volumes of data, thereby accelerating the labeling process and enhancing the overall quality and consistency of labeled datasets.

The main types of generative artificial intelligence (AI) in data labeling solution and services are audio-based, image or video-based, and text-based. Audio-based generative AI in data labeling solutions refers to the use of AI models to automatically generate, transcribe, and label audio data for training machine learning algorithms, improving the efficiency and accuracy of annotation processes. Labeling types include automatic, manual, and semi-supervised methods, with sourcing options such as in-house and outsourced. These solutions are utilized by various industries, including automotive, financial services, government, healthcare, information technology (IT), retail, and others.

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Segmentation

The generative artificial intelligence (AI) in data labeling solution and services market covered in this report is segmented –

1) By Type: Audio-Based, Image Or Video-Based, Text-Based

2) By Labeling Type: Automatic, Manual, Semi-Supervised

3) By Sourcing Type: In-House, Outsourced

4) By Vertical: Automotive, Financial Services, Government, Healthcare, Information Technology (IT) Data, Retail, Other Verticals

Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Size 2023 to 2028: Graph

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Size 2024 And Growth Rate

The generative artificial intelligence (AI) in data labeling solution and services market size has grown exponentially in recent years. It will grow from $12.46 billion in 2023 to $15.50 billion in 2024 at a compound annual growth rate (CAGR) of 24.4%. The growth in the historic period can be attributed to increasing demand for cost-effectiveness, increasing Investment in AI startups, increasing demand for real-time data processing, increasing focus on data security, and increasing focus on AI ethics.

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Growth Forecast

The generative artificial intelligence (AI) in data labeling solution and services market size is expected to see exponential growth in the next few years. It will grow to $37.31 billion in 2028 at a compound annual growth rate (CAGR) of 24.6%. The growth in the forecast period can be attributed to the expansion of AI applications, growth of e-commerce and digital platforms, the evolution of AI research and development, support for low-resource languages and dialects, and customization for industry-specific needs. Major trends in the forecast period include advanced data augmentation, crowdsourcing with AI assistance, integration with machine learning ops, enhanced object recognition, and advanced natural language processing (NLP) models.

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Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Driver: Increasing Volume Of Data Is Driving The Growth Of The Generative AI In Data Labeling Solution And Services Market.

The increasing volume of data is expected to propel the growth of the generative artificial intelligence (AI) in data labeling solution and services market going forward. The volume of data refers to the amount or quantity of data being generated, collected, or stored. The increasing volume of data is due to the proliferation of digital technologies, which generate and capture vast amounts of information from various sources such as social media, IoT devices, and online transactions. Generative AI data labeling solutions and services help the volume of data by automating the creation of high-quality, annotated datasets, which accelerates the training of machine learning models and reduces the time and cost associated with manual labeling. For instance, in December 2023, according to the UK Business Data Survey 2022, a report published by the gov.uk, a UK-based professional governmental organization, 85% of UK businesses managed digital data in 2022, up from 81% in 2021. Therefore, the increasing volume of data is driving the growth of generative artificial intelligence (AI) in data labeling solution and services market.

Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Major Players

Major companies operating in the generative artificial intelligence (AI) in data labeling solution and services market are Microsoft Corporation, CloudFactory Limited, iMerit Technology Services Pvt. Ltd., Quantiphi Inc., Samasource Inc., Appen Limited, DataRobot Inc., Scale AI Inc., Cogito Technologies Pvt. Ltd., Clarify Inc., Osiz Technologies Private Limited, Clickworker GmbH, Snorkel AI Inc., Labelbox Inc., V7 Lab Inc., SuperAnnotate Inc., Dataloop AI Ltd., Prolific Ltd., Superb AI Inc., Roboflow Inc., Anolytics Inc., Datasaur, LabelMe, Nanonets Inc.

Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Trend: Advancements In Generative AI In Data Labeling Solution And Services enhanced Market Growth

Major companies operating in the generative artificial intelligence (AI) in data labeling solution and services market are focusing on developing advanced solutions, such as in-house generative AI services, to enhance data labeling capabilities and meet growing demand. An in-house generative AI service refers to a system or platform developed and maintained internally by an organization to create and utilize AI models for generating content, data, or other outputs. For instance, in October 2023, Sumitomo Chemical Co., Ltd., a Japan-based manufacturer of chemical-based products, launched ChatSCC, which is designed to enhance productivity and optimize the use of proprietary data among the company's approximately 6,500 employees. It offers unique features such as real-time sentiment analysis within conversations, allowing users to instantly gauge and respond to emotional tones, enhancing engagement and communication effectiveness.

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Merger And Acquisition: TDCX Partners With SUPA To Revolutionize Data Labeling With Advanced AI Technology

In June 2024, TDCX, a Singapore-based provider of digital customer experience solutions, partnered with SUPA to enhance the accuracy and efficiency of data labeling, enabling companies to effectively train their AI models and unlock greater business value by providing a comprehensive solution that combines advanced technology with human expertise. SUPA is a Malaysia-based developer of a data labeling platform that involves generative AI in data labeling solutions and services.

Regional Insights For The Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

North America was the largest region in the generative artificial intelligence (AI) in data labeling solution and services market in 2023. The regions covered in the generative artificial intelligence (AI) in data labeling solution and services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the generative artificial intelligence (AI) in data labeling solution and services market report areAustralia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The generative artificial intelligence (AI) in data labeling solution and services market consists of revenues earned by entities by providing services such as automated labeling, synthetic data generation, data augmentation, annotation assistance, and error detection and correction. 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.

The generative artificial intelligence (AI) in data labeling solution and services market research report is one of a series of new reports from The Business Research Company that provides generative artificial intelligence (AI) in data labeling solution and services market statistics, including the generative artificial intelligence (AI) in data labeling solution and services industry's global market size, regional shares, competitors with a generative artificial intelligence (AI) in data labeling solution and services market share, detailed generative artificial intelligence (AI) in data labeling solution and services market segments, market trends and opportunities, and any further data you may need to thrive in the generative artificial intelligence (AI) in data labeling solution and services industry. This generative artificial intelligence (AI) in data labeling solution and services 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.

Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Report Forecast Analysis

Report Attribute	Details
Market Size Value In 2024	$15.50 billion
Revenue Forecast In 2033	$37.31 billion
Growth Rate	CAGR of 24.6% from 2024 to 2033
Base Year For Estimation	2023
Actual Estimates/Historical Data	2018-2023
Forecast Period	2024 - 2028 - 2033
Market Representation	Revenue in USD Billion and CAGR from 2024 to 2033
Segments Covered	1) By Type: Audio-Based; Image Or Video-Based; Text-Based 2) By Labeling Type: Automatic; Manual; Semi-Supervised 3) By Sourcing Type: In-House; Outsourced 4) By Vertical: Automotive; Financial Services; Government; Healthcare; Information Technology (IT) Data; Retail; Other Verticals
Regional Scope	Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa
Country Scope	The countries covered in the report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain. Additional countries that can be covered in the report are Bangladesh, Thailand, Vietnam, Malaysia, Singapore, Philippines, Hong Kong, New Zealand, Mexico, Chile, Argentina, Colombia, Peru, Austria, Belgium, Denmark, Finland, Ireland, Netherlands, Norway, Portugal, Sweden, Switzerland, Czech Republic, Poland, Romania, Ukraine, Saudi Arabia, Israel, Iran, Turkey, UAE, Egypt, Nigeria, South Africa.
Key Companies Profiled	Microsoft Corporation, CloudFactory Limited, iMerit Technology Services Pvt. Ltd., Quantiphi Inc., Samasource Inc., Appen Limited, DataRobot Inc., Scale AI Inc., Cogito Technologies Pvt. Ltd., Clarify Inc., Osiz Technologies Private Limited, Clickworker GmbH, Snorkel AI Inc., Labelbox Inc., V7 Lab Inc., SuperAnnotate Inc., Dataloop AI Ltd., Prolific Ltd., Superb AI Inc., Roboflow Inc., Anolytics Inc., Datasaur, LabelMe, Nanonets Inc.
Customization Scope	Request for Sample
Pricing And Purchase Options	Explore Purchase Options

1. Executive Summary

2. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Characteristics

3. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Trends And Strategies

4. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services 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 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Size and Growth

5.1. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Drivers and Restraints

5.1.1. Drivers Of The Market

5.1.2. Restraints Of The Market

5.2. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)

5.3. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Segmentation

6.1. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Audio-Based

Image Or Video-Based

Text-Based

6.2. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Automatic

Manual

Semi-Supervised

6.3. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

In-House

Outsourced

6.4. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Automotive

Financial Services

Government

Healthcare

Information Technology (IT) Data

Retail

Other Verticals

7. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Regional And Country Analysis

7.1. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

7.2. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

8.1. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services 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 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8.3. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8.4. Asia-Pacific Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

9.1. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

9.2. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

9.3. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

9.4. China Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

10.1. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

10.2. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

10.3. India Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

11.1. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

11.2. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11.3. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11.4. Japan Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

12.1. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12.2. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12.3. Australia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

13.1. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13.2. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13.3. Indonesia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

14.1. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

14.2. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14.3. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14.4. South Korea Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

15.1. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

15.2. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15.3. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15.4. Western Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

16.1. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16.2. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16.3. UK Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

17.1. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17.2. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17.3. Germany Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

18.1. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18.2. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18.3. France Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

19.1. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19.2. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19.3. Italy Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

20.1. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20.2. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20.3. Spain Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

21.1. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

21.2. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21.3. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21.4. Eastern Europe Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

22.1. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22.2. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22.3. Russia Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

23.1. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

23.2. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23.3. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23.4. North America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

24.1. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

24.2. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24.3. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24.4. USA Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

25.1. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

25.2. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25.3. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25.4. Canada Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

26.1. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

26.2. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26.3. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26.4. South America Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

27.1. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27.2. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27.3. Brazil Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

28.1. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

28.2. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28.3. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28.4. Middle East Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

29.1. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Overview

29.2. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29.3. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29.4. Africa Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Landscape And Company Profiles

30.1. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Landscape

30.2. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Company Profiles

30.2.1. Microsoft Corporation

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. CloudFactory Limited

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. iMerit Technology Services Pvt. Ltd.

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. Quantiphi Inc.

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. Samasource 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. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Other Major And Innovative Companies

31.1. Appen Limited

31.2. DataRobot Inc.

31.3. Scale AI Inc.

31.4. Cogito Technologies Pvt. Ltd.

31.5. Clarify Inc.

31.6. Osiz Technologies Private Limited

31.7. Clickworker GmbH

31.8. Snorkel AI Inc.

31.9. Labelbox Inc.

31.10. V7 Lab Inc.

31.11. SuperAnnotate Inc.

31.12. Dataloop AI Ltd.

31.13. Prolific Ltd.

31.14. Superb AI Inc.

31.15. Roboflow Inc.

32. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Benchmarking

33. Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market

35. Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market Future Outlook and Potential Analysis

35.1 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market In 2028 - Countries Offering Most New Opportunities

35.2 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market In 2028 - Segments Offering Most New Opportunities

35.3 Generative Artificial Intelligence (AI) In Data Labeling Solution And Services 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

List Of Tables

Table 1: Global Historic Market Growth, 2018-2023, $ Billion

Table 2: Global Forecast Market Growth, 2023-2028F, 2033F, $ Billion

Table 3: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 4: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 5: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 6: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 7: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 8: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 9: Asia-Pacific, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 10: Asia-Pacific, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 11: Asia-Pacific, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 12: China, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 13: China, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 14: China, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 15: India, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 16: India, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 17: India, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 18: Japan, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 19: Japan, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 20: Japan, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 21: Australia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 22: Australia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 23: Australia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 24: Indonesia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 25: Indonesia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 26: Indonesia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 27: South Korea, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 28: South Korea, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 29: South Korea, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 30: Western Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 31: Western Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 32: Western Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 33: UK, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 34: UK, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 35: UK, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 36: Germany, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 37: Germany, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 38: Germany, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 39: France, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 40: France, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 41: France, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 42: Italy, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 43: Italy, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 44: Italy, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 45: Spain, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 46: Spain, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 47: Spain, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 48: Eastern Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 49: Eastern Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 50: Eastern Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 51: Russia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 52: Russia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 53: Russia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 54: North America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 55: North America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 56: North America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 57: USA, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 58: USA, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 59: USA, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 60: Canada, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 61: Canada, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 62: Canada, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 63: South America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 64: South America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 65: South America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 66: Brazil, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 67: Brazil, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 68: Brazil, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 69: Middle East, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 70: Middle East, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 71: Middle East, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 72: Africa, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 73: Africa, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 74: Africa, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 75: Microsoft Corporation Financial Performance

Table 76: CloudFactory Limited Financial Performance

Table 77: iMerit Technology Services Pvt. Ltd. Financial Performance

Table 78: Quantiphi Inc. Financial Performance

Table 79: Samasource Inc. Financial Performance

List Of Figures

Figure 1: Global Historic Market Growth, 2018-2023, $ Billion

Figure 2: Global Forecast Market Growth, 2023-2028F, 2033F, $ Billion

Figure 3: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 4: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 5: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Sourcing Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 6: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 7: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 8: Global Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 9: Asia-Pacific, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 10: Asia-Pacific, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 11: Asia-Pacific, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 12: China, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 13: China, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 14: China, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 15: India, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 16: India, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 17: India, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 18: Japan, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 19: Japan, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 20: Japan, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 21: Australia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 22: Australia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 23: Australia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 24: Indonesia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 25: Indonesia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 26: Indonesia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 27: South Korea, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 28: South Korea, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 29: South Korea, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 30: Western Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 31: Western Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 32: Western Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 33: UK, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 34: UK, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 35: UK, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 36: Germany, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 37: Germany, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 38: Germany, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 39: France, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 40: France, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 41: France, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 42: Italy, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 43: Italy, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 44: Italy, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 45: Spain, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 46: Spain, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 47: Spain, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 48: Eastern Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 49: Eastern Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 50: Eastern Europe, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 51: Russia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 52: Russia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 53: Russia, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 54: North America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 55: North America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 56: North America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 57: USA, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 58: USA, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 59: USA, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 60: Canada, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 61: Canada, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 62: Canada, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 63: South America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 64: South America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 65: South America, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 66: Brazil, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 67: Brazil, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 68: Brazil, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 69: Middle East, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 70: Middle East, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 71: Middle East, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 72: Africa, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 73: Africa, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Labeling Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 74: Africa, Generative Artificial Intelligence (AI) In Data Labeling Solution And Services Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 75: Microsoft Corporation Financial Performance

Figure 76: CloudFactory Limited Financial Performance

Figure 77: iMerit Technology Services Pvt. Ltd. Financial Performance

Figure 78: Quantiphi Inc. Financial Performance

Figure 79: Samasource Inc. Financial Performance

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Frequently Asked Questions

What is the definition of the generative artificial intelligence (AI) in data labeling solution and services market?

How will the generative artificial intelligence (AI) in data labeling solution and services market drivers and restraints affect the generative artificial intelligence (AI) in data labeling solution and services market dynamics? What forces will shape the

The generative artificial intelligence (AI) in data labeling solution and services market major growth driver - Increasing Volume Of Data Is Driving The Growth Of The Generative AI In Data Labeling Solution And Services Market.. For further insights on th request a sample here

What is the forecast market size or the forecast market value of the generative artificial intelligence (AI) in data labeling solution and services market?

The generative artificial intelligence (AI) in data labeling solution and services market size has grown exponentially in recent years. It will grow from $12.46 billion in 2023 to $15.50 billion in 2024 at a compound annual growth rate (CAGR) of 24.4%. The growth in the historic period can be attributed to increasing demand for cost-effectiveness, increasing Investment in AI startups, increasing demand for real-time data processing, increasing focus on data security, and increasing focus on AI ethics. The generative artificial intelligence (AI) in data labeling solution and services market size is expected to see exponential growth in the next few years. It will grow to $37.31 billion in 2028 at a compound annual growth rate (CAGR) of 24.6%. The growth in the forecast period can be attributed to the expansion of AI applications, growth of e-commerce and digital platforms, the evolution of AI research and development, support for low-resource languages and dialects, and customization for industry-specific needs. Major trends in the forecast period include advanced data augmentation, crowdsourcing with AI assistance, integration with machine learning ops, enhanced object recognition, and advanced natural language processing (NLP) models. For further insights on the generative artificial intelligence (AI) in data labeling solution and services market, request a sample here

How is the generative artificial intelligence (AI) in data labeling solution and services market segmented?

The generative artificial intelligence (AI) in data labeling solution and services market is segmented
1) By Type: Audio-Based, Image Or Video-Based, Text-Based
2) By Labeling Type: Automatic, Manual, Semi-Supervised
3) By Sourcing Type: In-House, Outsourced
4) By Vertical: Automotive, Financial Services, Government, Healthcare, Information Technology (IT) Data, Retail, Other VerticalsFor further insights on the generative artificial intelligence (AI) in data labeling solution and services market, request a sample here

Which region has the largest share of the generative artificial intelligence (AI) in data labeling solution and services market? What are the other regions covered in the report?

North America was the largest region in the generative artificial intelligence (AI) in data labeling solution and services market in 2023. The regions covered in the generative artificial intelligence (AI) in data labeling solution and services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. For further insights on the generative artificial intelligence (AI) in data labeling solution and services market, request a sample here.

Who are the major players in the generative artificial intelligence (AI) in data labeling solution and services market?

What are the key trends in the generative artificial intelligence (AI) in data labeling solution and services market?

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What are the major opportunities in the generative artificial intelligence (AI) in data labeling solution and services market? What are the strategies for the generative artificial intelligence (AI) in data labeling solution and services market?

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How does the generative artificial intelligence (AI) in data labeling solution and services market relate to the overall economy and other similar markets?

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What are the latest mergers and acquisitions in the generative artificial intelligence (AI) in data labeling solution and services industry?

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What are the key dynamics influencing the generative artificial intelligence (AI) in data labeling solution and services market growth? SWOT analysis of the generative artificial intelligence (AI) in data labeling solution and services market.

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