Trust & Evidence
Most claims-AI tools hand you a decision and leave you to reconstruct the "why" later. Velerian's ship the decision and the record that defends it, together. Here is one worked example for each kind of claims work we do — the decision, its basis, and the evidence trail that travels with it.
01 · Coverage interpretation
Coverage interpretation · Homeowners
Decision: Covered
Facts of loss
A supply line beneath the kitchen sink failed suddenly, discharging water that damaged the cabinetry and flooring. The plumber's report attributes the loss to an abrupt rupture of the line, not long-term seepage.
Policy basis — citation
Form HO-3 · Section I — Perils Insured Against: "sudden and accidental discharge … from a plumbing system" is covered. Section I — Exclusions ¶A.3 (surface water) does not apply: the water originated inside the plumbing system.
Reasoning
Proximate cause is a sudden-and-accidental discharge from a plumbing system — a covered peril. The surface-water exclusion is inapplicable because the water did not originate as surface water. Coverage is triggered, subject to the policy's deductible and limits.
Evidence trail attached
Why it holds up: the agent didn't just say "covered" — it named the covered peril, quoted the policy language, and showed which exclusion it considered and why that exclusion doesn't reach this loss. A reviewer can check each step against the form.
02 · Fair-claims-handling review
Fair-claims-handling review · Personal Auto
Decision: Flagged — response overdue
What was reviewed
A first-party auto claim, 31 days after proof of loss was submitted. The agent reviews the file's handling against the state's claims-settlement timeline — it is not adjudicating coverage.
Rule basis — citation
State Unfair Claims Settlement Practices Act / prompt-payment statute: the insurer must affirm or deny coverage within 30 days of receiving proof of loss, or issue a written explanation of the need for additional time.
Finding
At day 31 the file shows no coverage decision and no written delay notice on record. That is a prompt-payment timeline breach and a potential bad-faith exposure. The agent flags the file and lists the remediation step: issue the decision or a documented delay notice now.
Evidence trail attached
Why it holds up: the flag is tied to a dated record and a named statutory deadline, and it points to the specific document that's missing — so a supervisor can act on it immediately and an examiner can see the file was being watched, not just processed.
03 · Fraud screening
Fraud screening · Homeowners (theft)
Decision: Refer to SIU — not a denial
What was screened
A reported burglary with several high-value items claimed. The agent screens for documented fraud indicators and routes accordingly — it does not deny the claim or decide coverage.
Indicators on the record
Loss reported 23 days after the date of loss; high-value items claimed without receipts or proof of ownership; the claimed loss is materially inconsistent with the police report on file. Each indicator is a fact in the claim file.
Fairness basis
The referral is based only on claim-specific evidence. No protected characteristic — and no proxy for one — is used as an indicator, consistent with fraud-detection-fairness expectations and the NAIC AI Model Bulletin's governance duties.
Evidence trail attached
Why it holds up: a fraud flag is only as defensible as its basis. Each signal traces to a record item, the referral is kept separate from any coverage decision, and the fairness note shows the screen wasn't driven by who the policyholder is.
04 · Governed denial drafting
Governed denial drafting · Homeowners
Decision: Denied
The rule the agent can't break
Never draft a denial without a specific policy citation. If no governing provision is on the record, the agent cannot produce a denial.
Facts of loss
Heavy rainfall; water entered the dwelling at grade through the garage. The field inspection found no plumbing failure or sudden-and-accidental discharge.
Policy basis — citation
Form HO-3 · Section I — Exclusions · ¶A.3 (Water Damage): "surface water … whether or not driven by wind" is excluded; no covered ensuing loss applies.
Reasoning
Proximate cause of loss is surface water entering the structure — an excluded peril under ¶A.3. No covered ensuing cause (e.g., a resulting fire or sudden internal water discharge) appears on the record, so coverage is not triggered.
Evidence trail attached
Why it holds up: the denial leads with the exact exclusion it rests on, ties "surface water" to the inspection record, and carries the disclosure language the state requires — and a licensed adjuster signs it before it ever reaches the policyholder.
Want the underlying anatomy? See What's in an evidence trail and the regulations these decisions are built to on Compliance & regulatory anchors.