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Data-centric AI

Data-centric AI covers data analytics and observability, bringing together service providers and product options to help readers compare features, pricing, use cases, and current market developments.

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Snorkel AI

United States

Snorkel AI is a data-centric AI development platform founded in 2019 by a Stanford team. Its core product Snorkel Flow uses programmatic labeling and weak supervision to cut manual annotation cost by about 50%-90% and accelerate model iteration.

Landing AI

United States

Landing AI is an industrial vision AI platform founded by Andrew Ng in 2017. Its flagship product LandingLens brings few-shot-learning-driven AI inspection from annotation and training to edge deployment for automotive, electronics and food manufacturers.