Build specialized AI with your data and expertise—100x faster

Unlock the power of programmatic AI data development to build production AI applications with Snorkel Flow—the AI data development platform.

Developed at the Stanford AI Lab and trusted by world-leading organizations.

Create domain and mission specific LLM evaluations.

Move beyond “vibe checks” with domain- and task-specific LLM evaluations which provide more granular and insightful metrics than off-the-shelf benchmarks and take into account your unique agency policies and standards.

The Snorkel Flow AI data development platform provides data scientists and subject matter experts with a collaborative platform for capturing domain knowledge, using it to label entire datasets or generate synthetic ones, and to quickly iterate on training data and model development via built-in guided error analysis and model evaluation.

Snorkel began in 2015 as the Snorkel Research project at the Stanford AI lab in collaboration with Google, Intel, DARPA, and other leading organizations. The Snorkel AI team and affiliated researchers have been at the cutting ege of AI with over 170 published peer-reviewed research papers with special recognition at events such as NeurIPS, ICML, and ICLR.

Snorkel Flow is an integration-first platform that works with your existing AI/ML stack so you can continue to use the technologies you know and trust.

Deploy production AI and ML applications 10-100x faster with Snorkel Flow, the AI data development platform.