Claim File Triage & Coverage Summary
Use it when · You have a new claim file (emails, forms, photos, medical and police reports) and need a concise summary of key facts, coverage indicators, and outstanding info.
For claims adjusters · examiners · investigators
AI claims-processing automation for adjusters — with a human gate and an audit trail.
Every claim still has to be read, summarized, and documented by hand. The library drafts the file work so your adjusters spend their time on judgment, not typing.
15 ready prompts in this library
The day this fixes
Reading
Every new file — emails, forms, photos, medical and police reports — has to be read and condensed before anything moves.
Documentation
File notes, reserve memos, and denial rationales are written from scratch on every claim.
Bill & estimate review
Medical bills and property estimates need arithmetic checks and anomaly flags that quietly take hours.
Correspondence
Claimant and broker correspondence eats 1.5–4 hours of a handler's day.
What's in the library
Fifteen practitioner prompts that draft, extract, summarize, and check the repetitive file work — each ends at a named human sign-off.
- DraftFile notes, reserve memos, settlement briefs, and claimant correspondence.
- ExtractStructured charges, dates, and codes pulled from medical bills and documents.
- SummarizeA new claim file condensed to facts, coverage indicators, and open items.
- CheckEstimate arithmetic, file completeness, and payment consistency, with anomalies flagged.
One example from the library
The value
8–15%recovered on medical & legal bill review
5–10%estimate re-audit variance surfaced
1.5–4 hrs/daycorrespondence drafting reclaimed per handler
Indicative ranges; results depend on your book and are measured on your own baseline.
How it stays safe
Human-gatedThe adjuster or supervising claims manager of record still signs every coverage, denial, payment, and reserve decision.
A human gates every decision.
The library drafts, extracts, and checks; the supervising claims manager of record reviews policy language and signs off before any payment or denial.
Write-once audit trail.
Every run is logged with raw-payload provenance — the documentation a market-conduct exam asks for.
Your data stays yours.
Mask sensitive details with the free tool before pasting into any assistant; minimum-identifier prompting throughout.
From quick win to full build
Quick winThis library + the toolInstant, no-IT wins for your team on their worst grunt work.See pricing →Do it yourselfThe implementation blueprintThe consulting-grade build plan to deploy these workflows yourselves.See pricing →Done for youThe Combined-Ratio Control RoomWe build, integrate, run, and maintain it on your infrastructure.See pricing →
Questions
Does the AI decide coverage or deny claims?
No. It drafts summaries, extracts bill data, reviews estimates, and flags anomalies. The adjuster or supervising manager of record makes every coverage, denial, payment, and reserve decision.
Will this hold up in a market-conduct exam?
Every run is logged write-once with raw-payload provenance, and a licensed human signs every decision — that's the evidence an exam asks for.
Does it work with ClaimsPro, OnBase, or our DMS?
Yes — outputs paste straight into Word, Excel, or your claim-file notes. The deeper build bridges your system of record with read-safe, gated writes.
Get the claims adjuster library for your team
Bought for your staff and billed by invoice — or book a 15-minute call to scope it.