Prism AI Observability
AI observability built for compliance teams.
Every LLM call captured, scored, and stored with PII scrubbed before it lands in your database. Regulator-ready exports in under 60 seconds.
- #4821Credit Risk Query1.3s5/5PII redacted
- #4820Underwriting Decision0.9s3/5Drift detected
- #4819Policy Lookup0.4s5/5Grounded
Audit pack ready
47 traces · 60s export
Prism
Snowflake AI observability with Prism
Trace Cortex Complete, Cortex Search, and Cortex Analyst calls without leaving the warehouse.
- Cortex Complete tracing
- Cortex Search and Analyst supported
- Guardrails applied at the warehouse boundary
- Object-level role identity preserved
Capabilities
What you get with Prism
Cortex Complete
Capture every Cortex Complete call with full input, output, and metadata.
Cortex Search and Analyst
First-class support for Search and Analyst function families.
Warehouse-boundary guardrails
PII and PHI scrubbed before traces leave the warehouse.
Role identity
Snowflake role and warehouse identity preserved end-to-end for audit.
Built for Snowflake Platform Teams
Related capabilities
LLM Observability: Trace Logging Built for Compliance
Structured traces give you the full story of what your AI said, why it said it, how long it took, and what it cost.
LLM Guardrails: PII Redaction and Prompt Injection Blocking
Real-time detection and enforcement for PII, PHI, prompt injection, content policy violations, and off-topic responses, scoped per agent, per project, per knowledge base.
LLM Evaluations: Five-Dimension Automated Quality Scoring
Define quality rubrics, score every interaction, and catch regressions before users do, with automated evaluators that run on every trace or on a schedule you control.
Prism X: AI DLP for Employees Using ChatGPT, Claude, Gemini
Prism X enforces data loss prevention policy in the browser, before prompts and uploads reach third-party AI services. Signed policy, real-time enforcement, audit-grade events.
Start tracing in 5 minutes
One SDK. Five minutes. Full audit trails, PII redaction, and guardrail enforcement, from day one.