The North America Data Labeling Solution And Services Market would witness market growth of 18.0% CAGR during the forecast period (2023-2030).
As technology may help automate and speed up the labeling process, generative AI can be useful for data labeling. Numerous businesses are attempting to automate the data labeling process using generative AI, and they have developed cutting-edge platforms such as GPT (Generative Pre-Trained Transformer), ChatGPT, InstructGPT, and others. These platforms utilize neural network designs widely utilized in natural language processing (NLP) activities like text generation, translation, and sentiment analysis. Market players are introducing new offerings to meet the growing need for data labeling solutions and services.
For instance, OpenAI released the Generative Pre-trained Transformer 3 (GPT-3) in June 2020. The GPT3 model has inspired the community of researchers studying natural language processors to investigate GPT3 as a useful tool for data annotation. Compared to human labeling, GPT3 data annotation is substantially less expensive. Medical imaging annotations are labour-intensive and expensive tasks carried out by clinical professionals in the healthcare industry. However, the capacity of GPT3 can be used to save time & money by identifying patterns in unstructured clinical data and extracting crucial information from fragmented data in electronic health records.
Organizations in North America are investing in infrastructure and technology to collect, store, and analyze enormous volumes of data produced by linked systems and devices. These insights foster innovative thinking, process improvement, and well-informed decision-making, enhancing corporate results. North America has been in the forefront of implementing cutting-edge technology, making it a center for digital transformation. The area has seen a stronger acceptance of digital transformation due to the pressing necessity for businesses operating there to convert their traditional business methods to digital and the quick uptake of mobile devices, cloud computing, and IoT technologies. As a result, these approaches motivate businesses to embrace digital platforms. This wide adoption of digital platforms would further contribute to market’s growth in the region.
The US market dominated the North America Data Labeling Solution And Services Market by Country in 2022, and would continue to be a dominant market till 2030; thereby, achieving a market value of $10.9 billion by 2030. The Canada market is poised to grow at a CAGR of 20.6% during (2023 - 2030). Additionally, The Mexico market would showcase a CAGR of 19.6% during (2023 - 2030).
Based on Type, the market is segmented into Image/Video, Text, and Audio. Based on Labeling Type, the market is segmented into Manual, Semi-Supervised, and Automatic. Based on Sourcing Type, the market is segmented into Outsourced, and In-House. Based on Vertical, the market is segmented into IT, Automotive, Financial Services, Government, Healthcare, Retail, and Others. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.
Free Valuable Insights: The Worldwide Data Labeling Solution And Services Market is Projected to reach USD 46.9 Billion by 2030, at a CAGR of 19.5%
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Google LLC (Alphabet Inc.), Appen Limited, TELUS International (Playment, Inc.), Yandex N.V., Uber Technologies, Inc. (Mighty AI, Inc.), Zight, Alegion, Inc., Scale AI, Inc., Labelbox, Inc., Cogito Tech LLC
Scope of the Study
Market Segments Covered in the Report:
By Type
By Labeling Type
- Manual
- Semi-Supervised
- Automatic
By Sourcing Type
By Vertical
- IT
- Automotive
- Financial Services
- Government
- Healthcare
- Retail
- Others
By Country
- US
- Canada
- Mexico
- Rest of North America
Key Market Players
List of Companies Profiled in the Report:
- Google LLC (Alphabet Inc.)
- Appen Limited
- TELUS International (Playment, Inc.)
- Yandex N.V.
- Uber Technologies, Inc. (Mighty AI, Inc.)
- Zight
- Alegion, Inc.
- Scale AI, Inc.
- Labelbox, Inc.
- Cogito Tech LLC
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Data Labeling Solution and Services Market, by Type
1.4.2 North America Data Labeling Solution and Services Market, by Labeling Type
1.4.3 North America Data Labeling Solution and Services Market, by Sourcing Type
1.4.4 North America Data Labeling Solution and Services Market, by Vertical
1.4.5 North America Data Labeling Solution and Services Market, by Country
1.5 Methodology for the research
Chapter 2. Market At a Glance
2.1 Key Highlight
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2022
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
4.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2019, Oct – 2023, Feb) Leading Players
4.5 Porter’s Five Force Analysis
Chapter 5. North America Data Labeling Solution and Services Market by Type
5.1 North America Image/Video Market by Country
5.2 North America Text Market by Country
5.3 North America Audio Market by Country
Chapter 6. North America Data Labeling Solution and Services Market by Labeling Type
6.1 North America Manual Market by Country
6.2 North America Semi-Supervised Market by Country
6.3 North America Automatic Market by Country
Chapter 7. North America Data Labeling Solution and Services Market by Sourcing Type
7.1 North America Outsourced Market by Country
7.2 North America In-House Market by Country
Chapter 8. North America Data Labeling Solution and Services Market by Vertical
8.1 North America IT Market by Country
8.2 North America Automotive Market by Country
8.3 North America Financial Services Market by Country
8.4 North America Government Market by Country
8.5 North America Healthcare Market by Country
8.6 North America Retail Market by Country
8.7 North America Others Market by Country
Chapter 9. North America Data Labeling Solution and Services Market by Country
9.1 US Data Labeling Solution and Services Market
9.1.1 US Data Labeling Solution and Services Market by Type
9.1.2 US Data Labeling Solution and Services Market by Labeling Type
9.1.3 US Data Labeling Solution and Services Market by Sourcing Type
9.1.4 US Data Labeling Solution and Services Market by Vertical
9.2 Canada Data Labeling Solution and Services Market
9.2.1 Canada Data Labeling Solution and Services Market by Type
9.2.2 Canada Data Labeling Solution and Services Market by Labeling Type
9.2.3 Canada Data Labeling Solution and Services Market by Sourcing Type
9.2.4 Canada Data Labeling Solution and Services Market by Vertical
9.3 Mexico Data Labeling Solution and Services Market
9.3.1 Mexico Data Labeling Solution and Services Market by Type
9.3.2 Mexico Data Labeling Solution and Services Market by Labeling Type
9.3.3 Mexico Data Labeling Solution and Services Market by Sourcing Type
9.3.4 Mexico Data Labeling Solution and Services Market by Vertical
9.4 Rest of North America Data Labeling Solution and Services Market
9.4.1 Rest of North America Data Labeling Solution and Services Market by Type
9.4.2 Rest of North America Data Labeling Solution and Services Market by Labeling Type
9.4.3 Rest of North America Data Labeling Solution and Services Market by Sourcing Type
9.4.4 Rest of North America Data Labeling Solution and Services Market by Vertical
Chapter 10. Company Profiles
10.1 Google LLC (Alphabet Inc.)
10.1.1 Company Overview
10.1.2 Financial Analysis
10.1.3 Segmental and Regional Analysis
10.1.4 Research & Development Expense
10.1.5 Recent strategies and developments:
10.1.5.1 Partnerships, Collaborations, and Agreements:
10.1.5.2 Product Launches and Product Expansions:
10.1.6 SWOT Analysis
10.2 Appen Limited
10.2.1 Company Overview
10.2.2 Financial Analysis
10.2.3 Segmental and Regional Analysis
10.2.4 Recent strategies and developments:
10.2.4.1 Partnerships, Collaborations, and Agreements:
10.2.4.2 Product Launches and Product Expansions:
10.2.4.3 Acquisition and Mergers:
10.2.5 SWOT Analysis
10.3 TELUS International (Playment, Inc.)
10.3.1 Company Overview
10.3.2 Financial Analysis
10.3.3 Recent strategies and developments:
10.3.3.1 Acquisition and Mergers:
10.3.4 SWOT Analysis
10.4 Yandex N.V.
10.4.1 Company Overview
10.4.2 Financial Analysis
10.4.3 Segmental and Regional Analysis
10.4.4 SWOT Analysis
10.5 Uber Technologies, Inc. (Mighty AI, Inc.)
10.5.1 Company Overview
10.5.2 Financial Analysis
10.5.3 Segmental and Regional Analysis
10.5.4 Research & Development Expense
10.5.5 SWOT Analysis
10.6 Zight
10.6.1 Company Overview
10.7 Alegion, Inc.
10.7.1 Company Overview
10.7.2 Recent strategies and developments:
10.7.2.1 Partnerships, Collaborations, and Agreements:
10.7.2.2 Product Launches and Product Expansions:
10.7.3 SWOT Analysis
10.8 Scale AI, Inc.
10.8.1 Company Overview
10.8.2 Recent strategies and developments:
10.8.2.1 Product Launches and Product Expansions:
10.8.3 SWOT Analysis
10.9 Labelbox, Inc.
10.9.1 Company overview
10.9.2 Recent strategies and developments:
10.9.2.1 Partnerships, Collaborations, and Agreements:
10.9.3 SWOT Analysis
10.10. Cogito Tech LLC
10.10.1 Company Overview
10.10.2 Recent Strategies and Developments:
10.10.2.1 Product Launch and Product expansions
10.10.3 SWOT Analysis
TABLE 1 North America Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 2 North America Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Data Labeling Solution And Services Market
TABLE 4 Product Launches And Product Expansions– Data Labeling Solution And Services Market
TABLE 5 Acquisition and Mergers– Data Labeling Solution And Services Market
TABLE 6 North America Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 7 North America Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 8 North America Image/Video Market by Country, 2019 - 2022, USD Million
TABLE 9 North America Image/Video Market by Country, 2023 - 2030, USD Million
TABLE 10 North America Text Market by Country, 2019 - 2022, USD Million
TABLE 11 North America Text Market by Country, 2023 - 2030, USD Million
TABLE 12 North America Audio Market by Country, 2019 - 2022, USD Million
TABLE 13 North America Audio Market by Country, 2023 - 2030, USD Million
TABLE 14 North America Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 15 North America Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 16 North America Manual Market by Country, 2019 - 2022, USD Million
TABLE 17 North America Manual Market by Country, 2023 - 2030, USD Million
TABLE 18 North America Semi-Supervised Market by Country, 2019 - 2022, USD Million
TABLE 19 North America Semi-Supervised Market by Country, 2023 - 2030, USD Million
TABLE 20 North America Automatic Market by Country, 2019 - 2022, USD Million
TABLE 21 North America Automatic Market by Country, 2023 - 2030, USD Million
TABLE 22 North America Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 23 North America Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 24 North America Outsourced Market by Country, 2019 - 2022, USD Million
TABLE 25 North America Outsourced Market by Country, 2023 - 2030, USD Million
TABLE 26 North America In-House Market by Country, 2019 - 2022, USD Million
TABLE 27 North America In-House Market by Country, 2023 - 2030, USD Million
TABLE 28 North America Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 29 North America Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 30 North America IT Market by Country, 2019 - 2022, USD Million
TABLE 31 North America IT Market by Country, 2023 - 2030, USD Million
TABLE 32 North America Automotive Market by Country, 2019 - 2022, USD Million
TABLE 33 North America Automotive Market by Country, 2023 - 2030, USD Million
TABLE 34 North America Financial Services Market by Country, 2019 - 2022, USD Million
TABLE 35 North America Financial Services Market by Country, 2023 - 2030, USD Million
TABLE 36 North America Government Market by Country, 2019 - 2022, USD Million
TABLE 37 North America Government Market by Country, 2023 - 2030, USD Million
TABLE 38 North America Healthcare Market by Country, 2019 - 2022, USD Million
TABLE 39 North America Healthcare Market by Country, 2023 - 2030, USD Million
TABLE 40 North America Retail Market by Country, 2019 - 2022, USD Million
TABLE 41 North America Retail Market by Country, 2023 - 2030, USD Million
TABLE 42 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 43 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 44 North America Data Labeling Solution and Services Market by Country, 2019 - 2022, USD Million
TABLE 45 North America Data Labeling Solution and Services Market by Country, 2023 - 2030, USD Million
TABLE 46 US Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 47 US Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 48 US Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 49 US Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 50 US Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 51 US Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 52 US Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 53 US Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 54 US Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 55 US Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 56 Canada Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 57 Canada Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 58 Canada Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 59 Canada Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 60 Canada Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 61 Canada Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 62 Canada Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 63 Canada Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 64 Canada Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 65 Canada Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 66 Mexico Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 67 Mexico Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 68 Mexico Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 69 Mexico Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 70 Mexico Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 71 Mexico Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 72 Mexico Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 73 Mexico Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 74 Mexico Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 75 Mexico Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 76 Rest of North America Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 77 Rest of North America Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 78 Rest of North America Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 79 Rest of North America Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 80 Rest of North America Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 81 Rest of North America Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 82 Rest of North America Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 83 Rest of North America Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 84 Rest of North America Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 85 Rest of North America Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 86 Key Information – Google LLC
TABLE 87 Key Information – Appen Limited
TABLE 88 Key Information – TELUS International
TABLE 89 Key Information – Yandex N.V.
TABLE 90 Key Information – Uber Technologies, Inc.
TABLE 91 Key Information – Zight
TABLE 92 key information – Alegion, Inc.
TABLE 93 Key Information – Scale AI, Inc.
TABLE 94 Key Information – Labelbox, Inc.
TABLE 95 key information – Cogito Tech LLC
List of Figures
FIG 1 Methodology for the research
FIG 2 North America Data Labeling Solution and Services Market, 2019 - 2030, USD Million
FIG 3 Key Factors Impacting the Labeling Solution and Services Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2022
FIG 6 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 7 Key Strategic Move: (Product Launches and Product Expansions : 2019, Oct – 2023, Feb) Leading Players
FIG 8 Porter’s Five Force Analysis: Data Labeling Solution And Services Market
FIG 9 North America Data Labeling Solution and Services Market share by Type, 2022
FIG 10 North America Data Labeling Solution and Services Market share by Type, 2030
FIG 11 North America Data Labeling Solution and Services Market by Type, 2019 - 2030, USD Million
FIG 12 North America Data Labeling Solution and Services Market share by Labeling Type, 2022
FIG 13 North America Data Labeling Solution and Services Market share by Labeling Type, 2030
FIG 14 North America Data Labeling Solution and Services Market by Labeling Type, 2019 - 2030, USD Million
FIG 15 North America Data Labeling Solution and Services Market share by Sourcing Type, 2022
FIG 16 North America Data Labeling Solution and Services Market share by Sourcing Type, 2030
FIG 17 North America Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2030, USD Million
FIG 18 North America Data Labeling Solution and Services Market share by Vertical, 2022
FIG 19 North America Data Labeling Solution and Services Market share by Vertical, 2030
FIG 20 North America Data Labeling Solution and Services Market by Vertical, 2019 - 2030, USD Million
FIG 21 North America Data Labeling Solution and Services Market share by Country, 2022
FIG 22 North America Data Labeling Solution and Services Market share by Country, 2030
FIG 23 North America Data Labeling Solution and Services Market by Country, 2019 - 2030, USD Million
FIG 24 Recent strategies and developments: Google LLC
FIG 25 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 26 Recent strategies and developments: Appen Limited
FIG 27 SWOT Analysis: Appen Limited
FIG 28 SWOT Analysis: TELUS International
FIG 29 SWOT Analysis: Yandex N.V.
FIG 30 SWOT Analysis: Uber Technologies, Inc.
FIG 31 Recent strategies and developments: Alegion, Inc.
FIG 32 SWOT Analysis: Alegion, Inc.
FIG 33 SWOT Analysis: Scale AI, Inc.
FIG 34 SWOT Analysis: Labelbox, Inc.
FIG 35 SWOT Analysis: Cogito Tech LLC