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
LLM A/B testing with production-grade quality metrics
Pick the variant that wins on quality, latency, and cost: not just the one that feels right in a notebook.
- Configure system prompt, model, temperature, and max tokens per variant
- Quality, latency, and cost compared side by side
- Statistical significance gate at 100 traces minimum per variant
- Variant history retained for regression tracking
Capabilities
What you get with Prism
Variant configuration
Each variant locks system prompt, model, temperature, and max tokens.
Production traffic
Run experiments against real traffic, not synthetic prompts in a notebook.
Multi-metric comparison
Side by side on quality, latency, cost, and the five quality dimensions.
Significance gating
Results are gated until each variant has at least 100 traces.
Built for Developers, Engineering Leads, Product Managers
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.