Snorkel AI

Snorkel AI is a private enterprise AI software company that develops data-centric tools and services for creating, curating, labeling, evaluating, and improving training data for machine learning and large language model applications. The company originated from research at the Stanford AI Lab and commercialized techniques such as programmatic labeling and weak supervision to help enterprises build specialized AI systems faster and more efficiently. Its flagship software platform, Snorkel Flow, and related expert data services are used across multiple industries, including healthcare, financial services, government, and technology. In healthcare and life sciences, Snorkel positions its platform for applications such as clinical trial analytics, patient record analysis, pathology data extraction, and other regulated-data workflows. The company is not a drug developer, biotech, or pharma company, but it does serve healthcare and pharmaceutical organizations as an AI infrastructure and data development vendor.