Solutions
AI governance for production AI applications
Built for teams shipping LLM-powered applications in environments where regulators and risk officers ask hard questions.
- Drop-in instrumentation in Python and TypeScript
- PII / PHI redacted at ingestion, not after
- Five-dimension quality scoring on every trace
- Audit-ready exports in under 60 seconds
Outcomes
What this looks like in practice
Faster deploys
Ship with continuous evals catching regressions, not a manual review queue.
Quieter incidents
Conversation-level reconstruction means root cause in minutes, not days.
Easier audits
Export per-period evidence packs without engineering tickets.
Built for: Engineering leaders, ML platform teams, application owners
Related
Prism
PRISMtrace is the observability and governance platform for teams running LLMs and AI agents in production. Capture traces, enforce guardrails, evaluate quality, and generate compliance evidence from one platform.
LLM Observability
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
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
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.
AI compliance and risk management for banks
From underwriting copilots to fraud-screening agents, banks need the same model risk discipline they have for traditional models. Prism is built around it.
AI governance for insurance
Insurers face NAIC's Model Bulletin and a patchwork of state-level AI rules. Prism gives carriers one platform to produce the evidence each one demands.
AI risk management for fintech
Sponsor banks expect SR 11-7 hygiene. CFPB and state AGs care about ECOA. Prism makes both legible without slowing your release pace.
Prism for developers
Instrument once, observe everywhere. SDKs for Python and TypeScript, OTel for everything else, and a self-hosted option for data-residency-sensitive teams.
Prism for compliance officers
Designed for compliance reviewers, not engineers. Sessions render as readable transcripts. Evidence packs export with one click. Frameworks map to Prism out of the box.
Start tracing in 5 minutes
One SDK. Five minutes. Full audit trails, PII redaction, and guardrail enforcement, from day one.