Snorkel AI

About Snorkel AI

Snorkel AI is a frontier AI data lab helping teams build the datasets, environments, evaluation frameworks, and custom solutions behind high-performing frontier models and agentic AI. Founded out of the Stanford AI Lab in 2019.

Snorkel AI is the frontier AI data lab helping teams build the data and environments behind high-performing frontier models and agentic AI. Its platform, research, and embedded delivery model combine to create datasets, environments, evaluation frameworks, and custom solutions that power real-world AI systems.

The company provides expert-curated datasets, custom data development, benchmark and evaluation systems, and specialized agents, designed for frontier labs and enterprise AI teams facing distributional gaps, benchmark blind spots, and tasks where correctness is hard to define.

Snorkel offers AI data development services as a Data-as-a-Service model and collaborates with product and development teams to build custom AI and agentic systems. It also runs an expert contributor community and publishes research, leaderboards, and open benchmarks.