AI reasoning that holds up under clinical review
Health systems, payers, and clinical research teams use Prova to formally verify every AI-generated argument before it enters a patient record, prior-auth decision, or regulatory submission.
The problem with unverified AI reasoning
Unsupported leaps in clinical summaries
Summarization models routinely introduce conclusions that are not justified by the source notes. Without formal verification those leaps are invisible until a clinician or auditor catches them.
Prior-authorization and appeals at scale
Payers and providers process thousands of AI-assisted determinations a day. A signed certificate per decision is the only evidence that will satisfy downstream review.
Regulator-grade audit trails
FDA, HIPAA, and state attorneys general are converging on the same question: can you prove the reasoning was sound? Prova answers that question as a primitive, not a policy.
How Prova solves it
Certificate per determination
Every reasoning chain gets a signed, immutable certificate with a SHA-256 identifier. Attach it to the chart, the appeal, or the submission packet.
Three named failure types
CIRCULAR, CONTRADICTION, and UNSUPPORTED_LEAP map directly to the defects clinical reviewers already flag by hand.
Self-hosted for PHI workloads
Deploy on your own infrastructure with retain=false so reasoning text is never written to disk. BAAs available for managed deployments.
“Prova turns the question "did the model reason correctly" into something we can file with our compliance documentation.”
Verify clinical AI reasoning before it reaches the chart
Self-hosted deployment available. BAAs for managed tiers.