The Latin America, Middle East and Africa Data Labeling Solution And Services Market would witness market growth of 23.7% CAGR during the forecast period (2023-2030).
Several use cases exist for generative AI in data labeling, where it can lessen the amount of manual labor needed to annotate massive datasets. For instance, generative models like GANs can produce bounding boxes or masks around certain objects in an image. It makes image segmentation jobs more effective by lowering the manual labor to annotate huge datasets. For instance, a U.S.-based firm called OpenAI debuted DALL-E in January 2021, a generative AI model that can produce visuals from verbal descriptions. This technique can be applied to data labeling by creating graphics for certain datasets, minimizing the amount of manual labor necessary for labeling.
Additionally, machine learning systems are frequently used to categorize data objects like tweets or news articles. This, in turn, necessitates a particular annotated training dataset, assisting in automatically creating algorithms that categorize new data objects. However, creating such a dataset by hand is a challenging task requiring much effort from the coders. Clinical data collection, which consists primarily of unstructured text documents, has grown in importance as health record systems (HER) use has grown. Statistical NLP (natural language processing) standards have been created to reveal data hidden in clinical literature.
The UAE government predicts the Middle East ICT market to expand from USD 84.23 billion in 2020 to USD 95.05 billion in 2025 at a compound annual growth rate (CAGR) of 2.4%. The Middle East's IT industry is continuously expanding as countries' budgets in 2019 amounted to USD 207 billion. As the Middle East region's fastest-growing technology industry, software spending grew by 11% yearly to a record-high of USD 6.2 billion in 2018. According to predictions, the adoption of AI in computer vision in the MEA will rise from USD 310.71 million in 2019 to USD 5,210.41 million in 2027, expanding at a CAGR of 43.2% over that time. The growth of the market in this region will accelerate as spending on AI technologies rises.
The Brazil market dominated the LAMEA 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 $1.0 billion by 2030. The Argentina market is experiencing a CAGR of 24.3% during (2023 - 2030). Additionally, The UAE market would register a CAGR of 23.3% 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 Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.
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
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
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
TABLE 1 LAMEA Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 2 LAMEA 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 LAMEA Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 7 LAMEA Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 8 LAMEA Image/Video Market by Country, 2019 - 2022, USD Million
TABLE 9 LAMEA Image/Video Market by Country, 2023 - 2030, USD Million
TABLE 10 LAMEA Text Market by Country, 2019 - 2022, USD Million
TABLE 11 LAMEA Text Market by Country, 2023 - 2030, USD Million
TABLE 12 LAMEA Audio Market by Country, 2019 - 2022, USD Million
TABLE 13 LAMEA Audio Market by Country, 2023 - 2030, USD Million
TABLE 14 LAMEA Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 15 LAMEA Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 16 LAMEA Manual Market by Country, 2019 - 2022, USD Million
TABLE 17 LAMEA Manual Market by Country, 2023 - 2030, USD Million
TABLE 18 LAMEA Semi-Supervised Market by Country, 2019 - 2022, USD Million
TABLE 19 LAMEA Semi-Supervised Market by Country, 2023 - 2030, USD Million
TABLE 20 LAMEA Automatic Market by Country, 2019 - 2022, USD Million
TABLE 21 LAMEA Automatic Market by Country, 2023 - 2030, USD Million
TABLE 22 LAMEA Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 23 LAMEA Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 24 LAMEA Outsourced Market by Country, 2019 - 2022, USD Million
TABLE 25 LAMEA Outsourced Market by Country, 2023 - 2030, USD Million
TABLE 26 LAMEA In-House Market by Country, 2019 - 2022, USD Million
TABLE 27 LAMEA In-House Market by Country, 2023 - 2030, USD Million
TABLE 28 LAMEA Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 29 LAMEA Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 30 LAMEA IT Market by Country, 2019 - 2022, USD Million
TABLE 31 LAMEA IT Market by Country, 2023 - 2030, USD Million
TABLE 32 LAMEA Automotive Market by Country, 2019 - 2022, USD Million
TABLE 33 LAMEA Automotive Market by Country, 2023 - 2030, USD Million
TABLE 34 LAMEA Financial Services Market by Country, 2019 - 2022, USD Million
TABLE 35 LAMEA Financial Services Market by Country, 2023 - 2030, USD Million
TABLE 36 LAMEA Government Market by Country, 2019 - 2022, USD Million
TABLE 37 LAMEA Government Market by Country, 2023 - 2030, USD Million
TABLE 38 LAMEA Healthcare Market by Country, 2019 - 2022, USD Million
TABLE 39 LAMEA Healthcare Market by Country, 2023 - 2030, USD Million
TABLE 40 LAMEA Retail Market by Country, 2019 - 2022, USD Million
TABLE 41 LAMEA Retail Market by Country, 2023 - 2030, USD Million
TABLE 42 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 43 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 44 LAMEA Data Labeling Solution and Services Market by Country, 2019 - 2022, USD Million
TABLE 45 LAMEA Data Labeling Solution and Services Market by Country, 2023 - 2030, USD Million
TABLE 46 Brazil Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 47 Brazil Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 48 Brazil Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 49 Brazil Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 50 Brazil Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 51 Brazil Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 52 Brazil Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 53 Brazil Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 54 Brazil Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 55 Brazil Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 56 Argentina Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 57 Argentina Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 58 Argentina Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 59 Argentina Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 60 Argentina Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 61 Argentina Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 62 Argentina Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 63 Argentina Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 64 Argentina Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 65 Argentina Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 66 UAE Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 67 UAE Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 68 UAE Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 69 UAE Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 70 UAE Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 71 UAE Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 72 UAE Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 73 UAE Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 74 UAE Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 75 UAE Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 76 Saudi Arabia Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 77 Saudi Arabia Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 78 Saudi Arabia Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 79 Saudi Arabia Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 80 Saudi Arabia Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 81 Saudi Arabia Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 82 Saudi Arabia Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 83 Saudi Arabia Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 84 Saudi Arabia Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 85 Saudi Arabia Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 86 South Africa Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 87 South Africa Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 88 South Africa Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 89 South Africa Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 90 South Africa Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 91 South Africa Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 92 South Africa Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 93 South Africa Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 94 South Africa Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 95 South Africa Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 96 Nigeria Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 97 Nigeria Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 98 Nigeria Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 99 Nigeria Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 100 Nigeria Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 101 Nigeria Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 102 Nigeria Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 103 Nigeria Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 104 Nigeria Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 105 Nigeria Data Labeling Solution and Services Market by Vertical, 2023 - 2030, USD Million
TABLE 106 Rest of LAMEA Data Labeling Solution and Services Market, 2019 - 2022, USD Million
TABLE 107 Rest of LAMEA Data Labeling Solution and Services Market, 2023 - 2030, USD Million
TABLE 108 Rest of LAMEA Data Labeling Solution and Services Market by Type, 2019 - 2022, USD Million
TABLE 109 Rest of LAMEA Data Labeling Solution and Services Market by Type, 2023 - 2030, USD Million
TABLE 110 Rest of LAMEA Data Labeling Solution and Services Market by Labeling Type, 2019 - 2022, USD Million
TABLE 111 Rest of LAMEA Data Labeling Solution and Services Market by Labeling Type, 2023 - 2030, USD Million
TABLE 112 Rest of LAMEA Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2022, USD Million
TABLE 113 Rest of LAMEA Data Labeling Solution and Services Market by Sourcing Type, 2023 - 2030, USD Million
TABLE 114 Rest of LAMEA Data Labeling Solution and Services Market by Vertical, 2019 - 2022, USD Million
TABLE 115 Rest of LAMEA 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 LAMEA 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 LAMEA Data Labeling Solution and Services Market share by Type, 2022
FIG 10 LAMEA Data Labeling Solution and Services Market share by Type, 2030
FIG 11 LAMEA Data Labeling Solution and Services Market by Type, 2019 - 2030, USD Million
FIG 12 LAMEA Data Labeling Solution and Services Market share by Labeling Type, 2022
FIG 13 LAMEA Data Labeling Solution and Services Market share by Labeling Type, 2030
FIG 14 LAMEA Data Labeling Solution and Services Market by Labeling Type, 2019 - 2030, USD Million
FIG 15 LAMEA Data Labeling Solution and Services Market share by Sourcing Type, 2022
FIG 16 LAMEA Data Labeling Solution and Services Market share by Sourcing Type, 2030
FIG 17 LAMEA Data Labeling Solution and Services Market by Sourcing Type, 2019 - 2030, USD Million
FIG 18 LAMEA Data Labeling Solution and Services Market share by Vertical, 2022
FIG 19 LAMEA Data Labeling Solution and Services Market share by Vertical, 2030
FIG 20 LAMEA Data Labeling Solution and Services Market by Vertical, 2019 - 2030, USD Million
FIG 21 LAMEA Data Labeling Solution and Services Market share by Country, 2022
FIG 22 LAMEA Data Labeling Solution and Services Market share by Country, 2030
FIG 23 LAMEA 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