snorkel for federal ai

Mission-ready AI you can measure, trust and operationalize

Snorkel builds the data, evaluations, and improvement pipelines that help agencies move AI from experimentation to mission-ready systems — and continuously adapt as data, threats, and missions change.

250+

Peer-reviewed publications
(NeurIPS, ICML, ICLR)

10–100x

Faster data development vs. hand-labeling

<60 days

From pilot to production deployment

What we help with

  • Benchmark & evaluation design

  • AI test & evaluation

  • Expert Data-as-a-Service

  • Mission-specific data engineering

  • Model validation & governance

  • AI deployment readiness

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Not more data. Better data.

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