Snorkel AI builds the data layer for specialized AI. Founded by a team spun out of the Stanford AI Lab, the company pioneered the shift from manual data labeling to programmatic data development. Snorkel's AI data development platform is a unified engine to design, stress-test, evaluate, and improve the data powering frontier models and agents. The company works with frontier labs, Fortune 500 enterprises, and government agencies to help them transform expert knowledge into specialized AI at scale.
With a research-led approach rooted in academic rigor and production practicality, Snorkel AI has generated 100+ peer-reviewed publications in foundation models and data-centric AI. The company's flagship product, Snorkel Flow, enables organizations to build, evaluate, and deploy intelligent systems that move from experimentation to production with measurable impact. Snorkel's platform combines programmatic automation with expert-in-the-loop processes, helping AI teams curate high-quality datasets faster without sacrificing volume or precision.