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Aya Data specializes in human-in-the-loop data science solutions within the data science and artificial intelligence (AI) sectors. The company offers services such as data annotation, acquisition, and the development of AI-driven solutions. Aya Data's solutions cater to various sectors including medical, retail, utilities, agriculture, and geospatial industries. It was founded in 2021 and is based in London, United Kingdom.

Labelbox develops a training data platform for machine learning teams to build real-world artificial intelligence (AI) solutions. The platform consists of label editor tools for batch, and real-time labeling workflows, collaboration, quality review, analytics, and more. It serves the government, retail, insurance, manufacturing, and healthcare sectors. It was founded in 2018 and is located in San Francisco, California.

iMerit provides data annotation solutions for enterprise artificial intelligence (AI). The company offers a data labeling platform known as Ango Hub, that includes tools for image, video, text, and audio annotation, as well as sentiment analysis, lidar annotation, content moderation, product categorization, and image segmentation. It primarily serves industries such as autonomous vehicles, medical AI, agriculture, financial services, and technology. It was founded in 2012 and is based in San Jose, California.

Defined.ai provides a range of pre-collected and structured training datasets, including text, voice, and image data, and hosts an online marketplace where these datasets can be bought, sold, or commissioned. Defined.ai caters to the AI development sector, providing data that aids in the creation of fair, accessible, and ethical AI solutions. The company was founded in 2015 and is based in Seattle, Washington.

Sama specializes in providing high-accuracy data annotation solutions for the development of computer vision AI models across various industries. The company offers a suite of services including image and video annotation, 3D point cloud labeling, and data validation to support machine learning professionals and AI team leads. Sama primarily serves sectors such as ADAS & autonomous vehicles, retail & e-commerce, consumer tech & media, robotics & manufacturing, and agriculture & food. It was founded in 2008 and is based in San Francisco, California.

CloudFactory focuses on providing workforce solutions for machine learning and business process optimization. The company offers services such as data labeling, accelerated annotation, and human-in-the-loop automation, which support workflows and fill gaps in artificial intelligence (AI) and automation. CloudFactory primarily serves sectors such as the autonomous vehicles industry, finance, healthcare, insurance, and retail. It was founded in 2010 and is based in Reading, United Kingdom.