Europe Data Labeling Solution And Services Market Size, Share & Industry Trends Analysis Report By Type, By Labeling Type (Manual, Semi-Supervised, and Automatic), By Sourcing Type, By Vertical, By Country and Growth Forecast, 2023 - 2030

The Europe Data Labeling Solution And Services Market would witness market growth of 19.3% CAGR during the forecast period (2023-2030).

The market opportunity has significantly expanded due to the increasing dependence on the virtual world for data collection, classification, and integration. As the virtual world's firmly established, it was not unexpected to see that this market is anticipated to expand. The demand for labeling solutions will likely expand as more businesses adopt advanced analytical tools like big data analytics, augmented reality, and IoT.

Data labeling tools aid users in creating data value by adding attribute tags. Data labeling is the act of recognizing unprocessed information (text, videos, photos, etc.) and adding one or more meaningful labels to provide context. Numerous industries have used machine learning, including robots and drones, automated photo organization on visual websites, and facial recognition on social networking websites supported by data collection. Data labeling solutions and services are primarily fuelled by the automotive industry's significant expansion, particularly in self-driving cars.

As per the government of Europe, Germany’s healthcare system could benefit from digital technologies to improve patient-centred care. The German Federal Government has financed 22 projects totalling roughly EUR 50 million for up to 36 months throughout the 2020–2023 term under the funding program “Digital Innovations for the Improvement of patient-focused Services in the health care system”. They help to show the potential advantages of AI techniques when used in conjunction with the use and evaluation of enormous amounts of data for patient care. The market is expected to expand alongside AI technology’s increasing popularity and digitalization of healthcare sector in the region.

The Germany market dominated the Europe 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 $3.1 billion by 2030. The UK market is estimated to grow at a CAGR of 18.3% during (2023 - 2030). Additionally, The France market would showcase a CAGR of 20.2% 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 Germany, UK, France, Russia, Spain, Italy, and Rest of Europe.

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

• Image/Video
• Text
• Audio

By Labeling Type

• Manual
• Semi-Supervised
• Automatic

By Sourcing Type

• Outsourced
• In-House

By Vertical

• IT
• Automotive
• Financial Services
• Government
• Healthcare
• Retail
• Others

By Country

• Germany
• UK
• France
• Russia
• Spain
• Italy
• Rest of Europe

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 Europe Data Labeling Solution and Services Market, by Type
1.4.2 Europe Data Labeling Solution and Services Market, by Labeling Type
1.4.3 Europe Data Labeling Solution and Services Market, by Sourcing Type
1.4.4 Europe Data Labeling Solution and Services Market, by Vertical
1.4.5 Europe 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. Europe Data Labeling Solution and Services Market by Type
5.1 Europe Image/Video Market by Country
5.2 Europe Text Market by Country
5.3 Europe Audio Market by Country

Chapter 6. Europe Data Labeling Solution and Services Market by Labeling Type
6.1 Europe Manual Market by Country
6.2 Europe Semi-Supervised Market by Country
6.3 Europe Automatic Market by Country

Chapter 7. Europe Data Labeling Solution and Services Market by Sourcing Type
7.1 Europe Outsourced Market by Country
7.2 Europe In-House Market by Country

Chapter 8. Europe Data Labeling Solution and Services Market by Vertical
8.1 Europe IT Market by Country
8.2 Europe Automotive Market by Country
8.3 Europe Financial Services Market by Country
8.4 Europe Government Market by Country
8.5 Europe Healthcare Market by Country
8.6 Europe Retail Market by Country
8.7 Europe Others Market by Country

Chapter 9. Europe Data Labeling Solution and Services Market by Country
9.1 Germany Data Labeling Solution and Services Market
9.1.1 Germany Data Labeling Solution and Services Market by Type
9.1.2 Germany Data Labeling Solution and Services Market by Labeling Type
9.1.3 Germany Data Labeling Solution and Services Market by Sourcing Type
9.1.4 Germany Data Labeling Solution and Services Market by Vertical
9.2 UK Data Labeling Solution and Services Market
9.2.1 UK Data Labeling Solution and Services Market by Type
9.2.2 UK Data Labeling Solution and Services Market by Labeling Type
9.2.3 UK Data Labeling Solution and Services Market by Sourcing Type
9.2.4 UK Data Labeling Solution and Services Market by Vertical
9.3 France Data Labeling Solution and Services Market
9.3.1 France Data Labeling Solution and Services Market by Type
9.3.2 France Data Labeling Solution and Services Market by Labeling Type
9.3.3 France Data Labeling Solution and Services Market by Sourcing Type
9.3.4 France Data Labeling Solution and Services Market by Vertical
9.4 Russia Data Labeling Solution and Services Market
9.4.1 Russia Data Labeling Solution and Services Market by Type
9.4.2 Russia Data Labeling Solution and Services Market by Labeling Type
9.4.3 Russia Data Labeling Solution and Services Market by Sourcing Type
9.4.4 Russia Data Labeling Solution and Services Market by Vertical
9.5 Spain Data Labeling Solution and Services Market
9.5.1 Spain Data Labeling Solution and Services Market by Type
9.5.2 Spain Data Labeling Solution and Services Market by Labeling Type
9.5.3 Spain Data Labeling Solution and Services Market by Sourcing Type
9.5.4 Spain Data Labeling Solution and Services Market by Vertical
9.6 Italy Data Labeling Solution and Services Market
9.6.1 Italy Data Labeling Solution and Services Market by Type
9.6.2 Italy Data Labeling Solution and Services Market by Labeling Type
9.6.3 Italy Data Labeling Solution and Services Market by Sourcing Type
9.6.4 Italy Data Labeling Solution and Services Market by Vertical
9.7 Rest of Europe Data Labeling Solution and Services Market
9.7.1 Rest of Europe Data Labeling Solution and Services Market by Type
9.7.2 Rest of Europe Data Labeling Solution and Services Market by Labeling Type
9.7.3 Rest of Europe Data Labeling Solution and Services Market by Sourcing Type
9.7.4 Rest of Europe 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 Europe Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 2 Europe 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 Europe Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 7 Europe Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 8 Europe Image/Video Market by Country, 2019 - 2022, USD Million
TABLE 9 Europe Image/Video Market by Country, 2023 - 2030, USD Million
TABLE 10 Europe Text Market by Country, 2019 - 2022, USD Million
TABLE 11 Europe Text Market by Country, 2023 - 2030, USD Million
TABLE 12 Europe Audio Market by Country, 2019 - 2022, USD Million
TABLE 13 Europe Audio Market by Country, 2023 - 2030, USD Million
TABLE 14 Europe Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 15 Europe Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 16 Europe Manual Market by Country, 2019 - 2022, USD Million
TABLE 17 Europe Manual Market by Country, 2023 - 2030, USD Million
TABLE 18 Europe Semi-Supervised Market by Country, 2019 - 2022, USD Million
TABLE 19 Europe Semi-Supervised Market by Country, 2023 - 2030, USD Million
TABLE 20 Europe Automatic Market by Country, 2019 - 2022, USD Million
TABLE 21 Europe Automatic Market by Country, 2023 - 2030, USD Million
TABLE 22 Europe Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 23 Europe Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 24 Europe Outsourced Market by Country, 2019 - 2022, USD Million
TABLE 25 Europe Outsourced Market by Country, 2023 - 2030, USD Million
TABLE 26 Europe In-House Market by Country, 2019 - 2022, USD Million
TABLE 27 Europe In-House Market by Country, 2023 - 2030, USD Million
TABLE 28 Europe Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 29 Europe Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 30 Europe IT Market by Country, 2019 - 2022, USD Million
TABLE 31 Europe IT Market by Country, 2023 - 2030, USD Million
TABLE 32 Europe Automotive Market by Country, 2019 - 2022, USD Million
TABLE 33 Europe Automotive Market by Country, 2023 - 2030, USD Million
TABLE 34 Europe Financial Services Market by Country, 2019 - 2022, USD Million
TABLE 35 Europe Financial Services Market by Country, 2023 - 2030, USD Million
TABLE 36 Europe Government Market by Country, 2019 - 2022, USD Million
TABLE 37 Europe Government Market by Country, 2023 - 2030, USD Million
TABLE 38 Europe Healthcare Market by Country, 2019 - 2022, USD Million
TABLE 39 Europe Healthcare Market by Country, 2023 - 2030, USD Million
TABLE 40 Europe Retail Market by Country, 2019 - 2022, USD Million
TABLE 41 Europe Retail Market by Country, 2023 - 2030, USD Million
TABLE 42 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 43 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 44 Europe Data Labeling Solution and Services Market by Country, 2019 - 2022, USD Million
TABLE 45 Europe Data Labeling Solution and Services Market by Country, 2023 - 2030, USD Million
TABLE 46 Germany Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 47 Germany Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 48 Germany Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 49 Germany Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 50 Germany Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 51 Germany Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 52 Germany Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 53 Germany Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 54 Germany Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 55 Germany Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 56 UK Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 57 UK Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 58 UK Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 59 UK Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 60 UK Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 61 UK Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 62 UK Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 63 UK Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 64 UK Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 65 UK Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 66 France Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 67 France Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 68 France Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 69 France Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 70 France Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 71 France Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 72 France Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 73 France Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 74 France Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 75 France Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 76 Russia Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 77 Russia Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 78 Russia Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 79 Russia Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 80 Russia Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 81 Russia Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 82 Russia Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 83 Russia Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 84 Russia Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 85 Russia Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 86 Spain Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 87 Spain Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 88 Spain Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 89 Spain Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 90 Spain Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 91 Spain Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 92 Spain Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 93 Spain Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 94 Spain Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 95 Spain Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 96 Italy Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 97 Italy Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 98 Italy Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 99 Italy Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 100 Italy Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 101 Italy Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 102 Italy Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 103 Italy Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 104 Italy Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 105 Italy Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 106 Rest of Europe Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 107 Rest of Europe Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 108 Rest of Europe Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 109 Rest of Europe Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 110 Rest of Europe Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 111 Rest of Europe Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 112 Rest of Europe Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 113 Rest of Europe Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 114 Rest of Europe Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 115 Rest of Europe Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 116 Key Information – Google LLC
TABLE 117 Key Information – Appen Limited
TABLE 118 Key Information – TELUS International
TABLE 119 Key Information – Yandex N.V.
TABLE 120 Key Information – Uber Technologies, Inc.
TABLE 121 Key Information – Zight
TABLE 122 key information – Alegion, Inc.
TABLE 123 Key Information – Scale AI, Inc.
TABLE 124 Key Information – Labelbox, Inc.
TABLE 125 key information – Cogito Tech LLC

List of Figures
FIG 1 Methodology for the research
FIG 2 Europe 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 Europe Data Labeling Solution and Services Market share by Type, 2022
FIG 10 Europe Data Labeling Solution and Services Market share by Type, 2030
FIG 11 Europe Data Labeling Solution and Services Market by Type, 2019 - 2030, USD Million
FIG 12 Europe Data Labeling Solution and Services Market share by Labeling Type, 2022
FIG 13 Europe Data Labeling Solution and Services Market share by Labeling Type, 2030
FIG 14 Europe Data Labeling Solution and Services Market by Labeling Type, 2019 - 2030, USD Million
FIG 15 Europe Data Labeling Solution and Services Market share by Sourcing Type, 2022
FIG 16 Europe Data Labeling Solution and Services Market share by Sourcing Type, 2030
FIG 17 Europe Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2030, USD Million
FIG 18 Europe Data Labeling Solution and Services Market share by Vertical, 2022
FIG 19 Europe Data Labeling Solution and Services Market share by Vertical, 2030
FIG 20 Europe Data Labeling Solution and Services Market by Vertical, 2019 - 2030, USD Million
FIG 21 Europe Data Labeling Solution and Services Market share by Country, 2022
FIG 22 Europe Data Labeling Solution and Services Market share by Country, 2030
FIG 23 Europe 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