Snorkel AI builds the data layer for specialized AI, enabling enterprises, government agencies, and research labs to develop models tailored to their unique workloads. Originating from research at the Stanford AI Lab, the company focuses on programmatic data development and weak supervision techniques to accelerate the creation of high-quality training data. Snorkel provides software that helps organizations move AI systems from prototype to production more efficiently and reliably. Its platform supports use cases across natural language processing, computer vision, document intelligence, and large language models. Headquartered in Redwood City, California, Snorkel AI serves Fortune 500 companies, public sector organizations, and high-growth technology firms.