Snorkel AI started as a research project in the Stanford AI Lab in 2016, where we set out to explore a higher-level interface to machine learning through programmatically labeled and managed training data. From deploying early versions of Snorkel Flow's core technology with some of the world's leading organizations, to empowering scientists, doctors, and journalists, we've seen firsthand how this approach democratizes and accelerates AI. Now, we're working to bring our technology to everyone.