AI governance for insurance

Proof for every AI decision.

Verrik is the independent trust layer for AI decisions in regulated industries — the flight recorder and auditor that captures, grounds, proves, and governs every decision your AI agents make.

⏳ NAIC AI bulletins live in ~24 states today — EU AI Act high-risk obligations land December 2027.

Decision passport✓ Verified
Decisionauto_underwriting_decision
SubjectAPP-1001
Outcomedecline · risk above appetite
Trace hash9e807b…1ea2
Fairness · age_band⚠ ratio 0.33

◆ Reproducible bit-for-bit · tamper-evident · regulator-ready

A dated, legal forcing function — carriers are liable for AI decisions, even vendor models.

Dec 2027
EU AI Act high-risk live
€35M / 7%
Max penalty (global turnover)
~24 states
NAIC AI bulletin adopted
The problem

Carriers are deploying AI into decisions they can't yet prove.

Underwriting and claims agents now decide price, coverage, and denials. When a regulator or a denied policyholder asks “why did the AI decide this?”, today's honest answer is spreadsheets, screenshots, and consultants — and the agent vendors can't credibly audit their own agents.

No record

Decisions can't be reconstructed after the fact, let alone reproduced exactly for an exam.

Audit gap

No proof of fairness

Nothing tests live agent decisions for disparate impact on protected classes.

Bias risk

Liable for vendors

You're on the hook for decisions made by third-party and homegrown models alike.

Liability

A hard deadline

The EU AI Act and NAIC bulletins turn this from “nice to have” into “must ship.”

Why now
The product

One control plane. Four organs.

Verrik sits beside your agents — their own or a vendor's — and turns every autonomous decision into something a regulator can trust.

Capture

Record every agent step as an immutable, hash-chained trace. Replay any decision bit-for-bit, months later.

Durable · tamper-evident

Ground

Check each decision against your real policy and regulatory rules — with citations, not vibes.

Rule-aware

Evaluate

Continuous insurance-native graders: disparate-impact, explainability, missing-step detection.

Shadow mode

Translate & report

Plain-language decision passports plus auto-generated NAIC & EU AI Act documentation.

Regulator-ready
How it works

It sits beside any agent — vendor-neutral by design.

The neutrality is the product. An agent vendor can't be the independent auditor of its own agents.

1

Capture

A thin SDK records each decision as a durable, replayable trace.

2

Ground

Resolve the decision against your real, versioned rule set.

3

Evaluate

Run fairness & policy graders in shadow mode on live traffic.

4

Report

Emit passports & portfolio governance reports on demand.

Why independent

The moat is a triple-lock no incumbent can copy.

Agent vendors have the domain but a conflict of interest. Horizontal governance and eval tools are independent but don't speak insurance. Verrik is the only layer that is all three at once.

Insurance-native

Real disparate-impact math and policy grounding — not generic “is the agent correct.”

Independent

A neutral auditor across whatever agents you run. The vendor can't grade its own homework.

Wired to the runtime

Evidence captured at decision time — reproducible, citable, and exam-ready.

The deliverable

The document a regulator actually accepts.

Every figure derived from immutable, tamper-evident traces — nothing self-reported. Generated on demand, not assembled by hand the week before an exam.

# AI Model Inventory & Governance Report
Organization: Acme Mutual · Generated 2026-06-18
## Model inventory
agent:toy-underwriter — high risk — 9 decisions
model:llm.underwriting_decision — high
## Integrity attestation
✓ 9/9 records passed hash-chain verification.
## Bias & fairness — age_band
⚠ adverse-impact ratio 0.33 — REVIEW NEEDED
under_25 100% · 25–60 100% · over_60 33%
FAQ

Questions a Chief Risk Officer asks.

Do you replace our AI agents?+

No. Verrik sits beside whatever agents you run — your own or a vendor's. We're the independent layer that proves and governs their decisions, not another agent competing for the workflow.

How is this different from a generic AI-governance tool?+

Horizontal governance and eval tools don't speak insurance — they can't test disparate impact on protected classes or map a decision to a state bulletin. Verrik is insurance-native and wired into the decision runtime, not a paperwork layer.

What do we get out of a pilot?+

In ~60 days: one workflow captured with deterministic replay, a fairness audit in shadow mode, and a regulator-ready report you could hand to an examiner.

Why now?+

~Half of U.S. states have adopted the NAIC AI Model Bulletin and state regulators are examining AI underwriting today. The EU AI Act classifies AI risk assessment and pricing in life & health insurance as high-risk, with obligations live December 2027. Carriers are liable even for vendor models.

Design-partner program

Prove your AI is fair — before the examiner asks.

We're onboarding a small number of carriers and specialty insurers as paid design partners. One workflow, one regulator-ready audit, in 60 days.