Snorkel AI

At Snorkel AI, we envision a future where the gap between human expertise and machine intelligence dissolves, empowering every industry to address its most complex challenges with precision. We believe that by rethinking how AI learns, we can accelerate breakthroughs in fields like healthcare, climate science, and financial services, transforming raw data into trusted insights at unprecedented speed.

Through our pioneering approach to programmatic labeling and weak supervision, supported by the Snorkel Flow platform, we enable domain experts to encode their knowledge directly into AI pipelines. This methodology replaces months of manual annotation with agile, transparent workflows, ensuring that models evolve as fast as the real-world problems they tackle.

Driven by a commitment to scale intelligence responsibly, we are building the infrastructure for a new era of data-centric AI—one in which organizations of any size can harness their unique information to create adaptable, reliable systems. Our vision is a world where every decision, from patient diagnoses to environmental planning, is guided by models shaped by the very experts who understand the stakes best.