Snorkel AI

Snorkel AI delivers the highest quality specialized datasets for frontier LLMs and enterprise models

Snorkel AI builds specialized training data, benchmarks, and evaluation environments for frontier models and agents working in high-stakes domains. The pitch is that frontier models break at the edges, and expert-curated data is a set of deliberate design choices that helps them perform. Data development is described as research-led, aimed at the frontier's hardest problems.

A second offering is specialized agents: custom AI systems for enterprises, grounded in expert data, with enterprise stories on the site. Snorkel also runs a research hub with papers, leaderboards that compare models across benchmarks, open benchmarks such as Terminal-Bench 4.0, and grants for open-source AI research. Experts can join a paid community that contributes data.

The directory places it under automation with an AI agents tag, but the site is about data and evaluation rather than workflow automation. Pricing is listed as freemium, yet the site shows no plans or free tier, only a contact route, so expect enterprise pricing on request. AI labs and enterprises that need domain-expert datasets or evaluations should start with the research and benchmark pages.

Category: Automation. Pricing: freemium. Visit website

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