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
Databricks LLM observability with Prism
Drop-in tracing for Databricks Mosaic AI Agent Framework and Model Serving endpoints.
- Mosaic AI Agent Framework instrumentation
- Model Serving endpoint tracing
- Guardrails and quality scoring on every trace
- Unity Catalog identity preserved for audit
Capabilities
What you get with Prism
Agent Framework hook
Attach Prism with one decorator to any Mosaic AI agent.
Model Serving endpoints
Capture traces from Databricks-hosted endpoints with no proxy required.
Unity Catalog identity
User and group identity preserved end-to-end for audit.
Per-trace cost
Token cost computed against your Databricks DBU rate.
Built for Databricks 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.