AI reasoning that satisfies model-risk review
Banks, asset managers, and insurers use Prova to certify every AI-generated argument chain before it influences a credit decision, compliance memo, or investor-facing document.
The problem with unverified AI reasoning
SR 11-7 and SS1/23 demand evidence, not assertions
Model-risk frameworks increasingly require proof that AI reasoning is sound at the instance level. Pass/fail logs are not enough; certificates are.
Unsupported leaps in research and credit memos
LLMs routinely introduce conclusions that are not justified by the underlying filings or bureau data. Human review does not scale.
Regulatory and internal audit friction
Every AI-assisted decision eventually becomes an audit exhibit. A signed Prova certificate is the cleanest possible exhibit.
How Prova solves it
Signed certificate per decision
Each reasoning chain produces a tamper-evident certificate with a SHA-256 identifier. Attach it to the credit file, the compliance memo, or the research deliverable.
Self-hosted with zero retention
retain=false guarantees reasoning text is never written to disk. Deploy inside your own perimeter for carrier-grade and bank-grade data policies.
Three failure types, precisely named
CIRCULAR, CONTRADICTION, and UNSUPPORTED_LEAP map directly to the defects your model-risk function already scrutinizes.
“Prova is the first tool that gives model-risk an instance-level answer instead of a population-level one.”
Certify AI reasoning before it reaches a regulated decision
Self-hosted deployment available for bank-grade data policies.