Snorkel AI (alt)

Snorkel AI builds software for data-centric machine learning, specializing in programmatic weak supervision and automated data labeling. Founded in 2019 by Alexander Ratner and team, the company commercializes research from the Snorkel project at Stanford. Based in San Mateo, California, Snorkel AI helps enterprises accelerate ML development by automating the time-consuming work of training data creation and curation. The platform enables teams to programmatically label and augment data at scale using domain knowledge rather than manual annotation, addressing a core bottleneck in ML projects. The company serves organizations seeking to reduce time to production for machine learning systems.