Snorkel AI
Snorkel AI, Inc. · snorkel.ai · Last checked:
- Managed expert data (data-as-a-service)
- Expert community
- Evaluation & benchmarks
Company status
Active, privately held.
Sources 1, 2, 3, 4 · checked 2026-11-08
Capabilities
- Preference labels and rankings: helpful/harmless ranking, patch/draft/report quality ranking, risk/safety/style calibration
- Expert demonstrations and reasoning traces, tool-use demos, trajectory QA
- Rubrics, verifiers, and deterministic graders; high-precision labeling and adjudication; evaluation environments
Sources 1, 2, 3, 4 · checked 2026-11-08
Who it tends to fit
- Frontier teams that need calibrated expert preference signal plus rubrics and verifiers
- Teams combining preference data with RL with verifiable rewards
Sources 1, 2, 3, 4 · checked 2026-11-08
Pricing
Contact vendor (talk to a researcher)
Sources 1, 2, 3, 4 · checked 2026-11-08
Published certifications
- SOC 2 Type II (report on request)
- HIPAA compliant (stated)
Listed as stated by the vendor. Scope can differ by product or subsidiary; request current reports.
Sources 1, 2, 3, 4 · checked 2026-11-08
Limitations to check
- No public pricing
- Security portal blocked automated access (403); request SOC 2 and HIPAA reports directly
Sources 1, 2, 3, 4 · checked 2026-11-08
Sources
- Homepage: preference labels and rankings, reasoning traces, rubrics and verifierssnorkel.ai/Checked 2026-11-08
- Data development page: calibrated expert signal, high-precision labeling and adjudication, rubrics, verifierssnorkel.ai/talk-to-an-expert-expert-data-as-a-service/Checked 2026-11-08
- Enterprise page: SOC 2 Type II report covering security, confidentiality, availability; HIPAA compliantsnorkel.ai/enterprise-ai/Checked 2026-11-08
- Security portal returned HTTP 403 to automated fetch; search snippet of the same page lists SOC 2 and HIPAA reportssecurity.snorkel.ai/Checked 2026-11-08
Report a correction: [email protected]. Facts are re-checked at least every 90 days.