Snorkel AI: Enterprise AI Made Practical

Snorkel Flow is based on a novel approach to programmatically building and managing ML training data sets. Instead of painstakingly labeling hundreds of thousands (or even millions) of individual data points by hand, Snorkel Flow users create labeled training data sets programmatically by capturing domain knowledge in the form of rules, heuristics, ontologies, legacy systems, and other sources of subject matter expertise. Snorkel’s technology is already in use by leading AI/ML organizations like Google, Apple, Intel Corporation, and others.