Global Data Annotation Tools (Services) Market Size Value to Reach USD 3,046.7 Million by 2028, at a CAGR of 27.2%: Polaris Market Research

According to the latest research study, the report forecasts that the global Data Annotation Tools market size and share will reach approximately USD 3,046.7 million by 2028, from USD 494.4 million in 2020. global data annotation tools is expected to register a significant CAGR of 27.2% by 2028.

According to the latest research study, the report predicts the Data Annotation Tools Market Size and Share to reach approximately USD 3,046.7 Million by 2028, from USD 494.4 Million in 2020. The global data annotation tools market is expected to register a significant CAGR of 27.2% by 2028.

The process of ticketing data available in formats like video, images, and texts is known as data annotation. To monitor machine learning, labeled datasets are needed to clearly and easily understand input patterns. Structuring an AI or ML model that works like humans requires a lot of training data. If the model is to resolve and act, it must be trained to understand specific information through data annotation. With high-quality, human data annotation, companies can structure and improve AI implementations. The result is an intensified customer experience solution, such as product recommendation, relevant search engine results, voice recognition, computer vision, chatbots, and more.

The outbreak of covid-19 has led to the dominant driver for the growth of the data annotation tools market owing to the rising demand for machine learning and artificial intelligence solutions. The growing understanding of text annotations for document classification is expected to drive the market growth.

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Important Questions Answered by the Market Report

  • What is the growth rate of the data annotation tools market?
  • What are the dominant industry drivers?
  • What are the key industry trends in the data annotation tools market?
  • What are the different technologies used on the market?
  • Who are the main players in the industry?

Main market players

  • Mechanical Turkish from Amazon
  • app limited
  • click worker
  • CloudFactory Limited
  • Cogito Tech LLC
  • Unleash
  • AI Blast GMbH
  • Figure Eight Inc.
  • Google LLC
  • Luminous beaconing
  • Lionbridge Technologies Inc.
  • Lotus Quality Assurance
  • Play Inc.
  • AI Scale INC.
  • SuperAnnotate LLC
  • Tagtog
  • Trilldata Technologies Pvt Ltd

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The Data Annotation Tools Market: Growth Drivers

The growth of the market can be attributed to the proficiency of data annotation tools which are automated. There is an increasing use of cloud-based computing resources to annotate large datasets. Categorization of data annotation tools by companies for their accuracy and ticketing of AI training data volumes are alternative primary causes that can develop the industry. Furthermore, the growing demand for annotated data for the improvement of machine learning models and increasing investments for advancements in independent driving technologies are expected to expand the industry.

Currently, the trend of producing autonomous vehicles is growing, which attracts more investment for the advancement of these vehicles. An autonomous vehicle involves several networking systems and sensors that help the computer steer the car. Annotated details allow independent vehicle computer models to identify and learn from them.

Global Data Annotation Tools Market: Report Scope

Report attribute


Market Size Value 2020

$494.4 million

Market Outlook for 2028

$3,046.7 million

Expected CAGR Growth

CAGR 27.2% from 2021 to 2028

Year of reference


forecast year

2021 – 2028

Main market players

Amazon Mechanical Turk,, Appen Limited, Clickworker, CloudFactory Limited, Cogito Tech LLC, Dbrain, Explosion AI GMbH, Figure Eight Inc., Google LLC, Lighttag, Lionbridge Technologies, Inc., Lotus Quality Assurance, Playment Inc, Scale AI, INC., SuperAnnotate LLC, Tagtog, Trilldata Technologies Pvt Ltd

Segments Covered

By type, by annotation, by vertical, by region

Geographical areas covered

North America, Europe, Asia-Pacific, Latin America, Middle East and Africa

Personalization options

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Global Data Annotation Tools Market: Key Segmentation

Preview by type, annotation type, sector and region

By type, video segmentation was responsible for the highest share of the data annotation tools market. To train a machine learning algorithm, metadata is included by video annotation to the untagged video. For several tasks, video annotation is used to train algorithms ranging from simple segmentation to tracing objects across multiple images. By annotation type, the oversight segment represents the largest share ownership because it reduces administrative effort and increases the level of data integrity, resulting in increased data discovery efforts. exciting data-related insights. By vertical, significant growth in the market is observed owing to the increasing investments in research and development in autonomous vehicles. The increasing demand for extracting relevant models from massive volume of data also underlines the growth of the data annotation tools market.

Regional analysis

North America is emerging as a dominant force in the market due to the rapid geographic and product expansion strategy managed by market vendors to gain an edge. The European market is expected to experience a rapid growth pattern. The growing focus on annotation is expected to improve the automotive and retail verticals in Europe.

Browse all “Data Annotation Tools Market Share, Size, Trends, Industry Analysis Report, By Type (Text, Image/Video, Audio), By Annotation Type (Manual, Semi-supervised, Automated ), by Vertical (IT, Automotive, Government, Healthcare, Financial Services, Retail, Others), by Region; Industry Forecast, 2021 – 2028 » Report to

The market mainly depends on type, annotation type, vertical and region

Data Annotation Tools Market: By Type

Data Annotation Tools Market: By Annotation Type

  • Manual
  • Semi-framed
  • Automatique

Data Annotation Tools Market: By Industry

  • THIS
  • Automotive
  • Government
  • Health care
  • Financial services
  • Retail
  • Others

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