Snorkel AI develops a platform for programmatic data development, building the data layer for specialized artificial intelligence. Its approach is rooted in academic rigor and production practicality, with the company originating from a team spun out of the Stanford AI Lab. The company maintains a research-led posture, contributing over 100 peer-reviewed publications.
The company's flagship product, Snorkel Flow, is an AI data development platform. It is designed to help users design, stress-test, evaluate, and improve data for frontier models and intelligent agents. The system combines programmatic automation with expert-in-the-loop workflows for building and deploying AI systems.
Snorkel AI's technical focus spans programmatic data development, data-centric AI, and foundation models. The platform serves a range of organizations, including frontier AI labs, Fortune 500 enterprises, and government agencies, supporting the creation of intelligent systems across these sectors.
