AI Decision Evidence · Insurance

AI Decision Evidence for Insurance Underwriting
backed by proof

Every automated underwriting or claims decision becomes a signed, reason-coded certificate a regulator can verify and reproduce — turning unfair-discrimination review and rate-filing scrutiny into a verifiable record.

The Obligation

What examiners require

These map to concrete EVE Proof capabilities — enforcement, reproducibility, and signed evidence — not a policy PDF.

Unfair discrimination review

Reason-coded decisions, decided before the action, give regulators a verifiable basis for each underwriting or claims outcome.

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Reproducible decisions

Re-evaluate any decision under its policy version — the verdict reproduces, deterministically.

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Examiner-ready export

Case- or window-scoped evidence packs with signed inclusion proofs, verifiable without EVE.

In Practice

Where evidence changes the conversation

1

An adverse underwriting decision

The certificate already carries the reason code and policy version — the decision is backed by a record the applicant's regulator can verify.

2

A market-conduct exam

Provide a date-ranged evidence pack; the examiner verifies decisions independently and reproduces any of them under the policy that produced it.

3

A model or rate change

Versioned policy means you can show exactly what changed and replay prior decisions under the rules that governed them.

Frameworks

Mapped, not marketed

Informational mapping, not legal advice — EVE Proof supports your compliance program; it does not replace counsel.

FrameworkObligationEVE Proof capability
NAIC Model AI GovernanceAccountability; testing; documentationSigned, reproducible decision records + evidence packs.
State Unfair Trade PracticesUnfair discrimination in underwriting/claimsReason-coded decisions decided before the action.
EU AI ActArt. 12 record-keeping (high-risk insurance)Automatic, tamper-evident decision records.
Keep Reading

Related

See a real certificate verify

Verify a live decision certificate in your browser — then hand the evidence to your own auditor and watch them verify it without us.

FAQ

Common questions

Does this satisfy NAIC model-governance expectations?
EVE Proof gives verifiable, reproducible decision evidence that supports NAIC-aligned AI governance programs and state filings. It is infrastructure, not legal advice.
Can we reproduce a past underwriting decision?
Yes — replay verification re-runs the retained inputs under the policy version named in the certificate and confirms the same verdict and reason code.
How do we hand evidence to a state examiner?
Export a scoped evidence pack and a public key; the examiner verifies every decision offline, on their own machines.
One Control-Plane Stack

Governance decides. Enforcement acts. Proof attests.

The EVE Control-Plane Stack

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