Workers' Compensation · Claims

Audit every workers' comp claim. Not just a sample.

Hypermodel reviews every open claim against your service standards — missed statutory deadlines, reserve drift, duplicate payments, leakage — and drafts the manual work, for your examiners to act on before files close. Deployed on top of the claims system you already run.

NAMIC — National Association of Mutual Insurance CompaniesMember, National Association of Mutual Insurance Companies

5–10%

estimated claims-cost leakage from duplicate payments, reserve drift, and missed follow-ups. Industry leakage range.

100%

of open claims reviewed continuously against your service standards. Hypermodel coverage.

What it does for workers' comp

Three ways Hypermodel moves the loss ratio

01

Automate the manual work

Submission and FNOL intake, FROI/SROI clocks, form-filling, status follow-ups, and drafted demand-package replies — the repetitive keystrokes examiners do by hand today.

FNOL and submission intake handled end to end
FROI/SROI statutory clocks tracked per claim, per jurisdiction
Inbound demand packages read, extracted, and a reply drafted
Status follow-ups and form-filling done before they're overdue
See demand review
02

Claims intelligence on every file

Every open claim scored against your service standards — not a quarterly sample. Examiners get green/red scorecards with drill-down and an explainable audit trail.

Three-point contact, reserve adequacy, no activity in 90 days
Missed statutory deadlines surfaced while the file is open
Your service standards encoded — not a generic template
Every flag carries its reasoning and the underlying evidence
See claims audit & QA
03

Reduce leakage

Duplicate payments, missed subrogation, employee-verification gaps, stale reserves — surfaced while the file is still open and tied to net incurred.

Duplicate and over-payments identified across the book
Subrogation windows flagged before they close
Stale reserves caught before they drift from exposure
Every finding rolls up to net incurred and combined ratio
See claims leakage

How it works

An AI layer on top of your system of record

No rip-and-replace. A read-only connection, your standards encoded, and human review from day one.

Step 01

Connect your claims data

A read-only connection to Guidewire ClaimCenter, Origami Risk, Duck Creek, or an in-house system. No rip-and-replace.

Step 02

Encode your service standards

Your audit standards and statutory clocks become the scoring model — your rules, not a generic template.

Step 03

Every claim scored; your team acts

Green/red scorecards with examiner drill-down and an explainable audit trail. Examiners review the flags and decide.

Who it's for

Built for mid-market workers' comp carriers

For the claims organization that wants every file reviewed without adding headcount — and without a systems project.

On the system you run

Works on Guidewire ClaimCenter, Origami Risk, Duck Creek, or your in-house claims system — read-only, no migration.

Weeks to deploy

A scoped rollout on your open book, not a multi-quarter IT program.

Human review from day one

Examiners review every flag and keep the decision. Every score carries an explainable audit trail.

Your standards

Your service standards and statutory clocks become the scoring model — not a generic template.

Every claim, continuously

The whole open book reviewed as files change — not a quarterly sample.

Examiner language

FROI/SROI, three-point contact, reserve adequacy, subrogation — flags your team already knows how to act on.

See it live

20 minutes. Your claims.

We'll walk through a live workers' comp file — intake to closure — using your actual service standards. See what Hypermodel handles and where your examiners stay in control.