Snorkel AI
Programmatic data-labeling platform using labeling functions and expert data curation to build training and evaluation data for AI and agentic systems.
Last verified:
Snorkel AI, spun out of the Stanford AI Lab in 2019, built Snorkel Flow around programmatic labeling - encoding labeling logic as versionable, auditable code rather than relying solely on manual annotation - and now focuses on curating specialized training data and evaluation environments for frontier model labs and enterprise AI teams. It serves regulated industries such as banking and healthcare (Memorial Sloan Kettering Cancer Center, Chubb, top US banks) with deployment options that include on-premises/VPC installation alongside its cloud platform. Snorkel AI has raised funding through at least a Series C, including an $85M round valuing the company near $1B, from investors such as Greylock, GV, Lightspeed, BlackRock, and IQT; pricing is entirely custom/enterprise with no public pricing page.
Pricing
| Tier | Price | Key features |
|---|---|---|
| Enterprise / Custom | Custom | Snorkel Flow programmatic labeling platform, Expert-curated data development services, Custom agentic/evaluation data engagements |
Source: https://snorkel.ai/contact/
Agent-readiness
- Discoverability
- 40/100
- Machine-readable content
- 30/100
- Programmatic access
- 30/100
- MCP / agent support
- 5/100
- Self-serve transactability
- 10/100
- Transparency
- 12/100
Security & compliance
- SSO / SAML
- Not publicly documented
- Encryption at rest
- Yes
- Encryption in transit
- Yes
- Audit log
- Yes
- Pentest report
- Yes
"Not publicly documented" means Crail found no public evidence either way — not a confirmed absence. See our methodology. Trust center: https://security.snorkel.ai/.
FAQ
Does Snorkel AI have a free tier?
No — Snorkel AI does not offer a free tier as of 2026-07-27.
Can you buy Snorkel AI without talking to sales?
No — Snorkel AI requires a sales call to purchase.
Does Snorkel AI have an official MCP (Model Context Protocol) server?
Not as of 2026-07-27 — no official MCP server was found.
What compliance certifications does Snorkel AI hold?
Snorkel AI holds: SOC 2 Type II, HIPAA, NIST CSF.
Reviews
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Methodology & disclosure
Data verified via agent crawled, last checked 2026-07-27. Agent-readiness methodology version crail-ar-v0.1. No vendor payment influences these scores — see our methodology page.