Claimwell Claim File Intelligence · Product 02 · Standalone

A claim file that knows what it contains, what changed, and where it says so.

Claimwell Claim File Intelligence reads every document on the file, reconciles it against what the file already said, and tells the examiner what is new, what conflicts, and what it implies. Nurses get a structured clinical summary. Every statement cites the page. It annotates. It never decides.

How it works

Extract, reconcile, surface the delta

New evidence arrives for the life of a claim: an orthopedic follow-up at week nine, a police report two months in, an updated status form every few weeks. Each time, the file is re-read against itself. What the examiner sees is not the document, it is the difference it makes.

The evidence delta

New or changed diagnosis, restrictions, treatment plan, dates, cause, provider. Conflicts with what was on file. A significance score with its reason.

Clinical summary

Diagnoses, treatment, restrictions and limitations as structured functional limits, consistency flags, missing elements. Built for the nurse referral.

Citations that open the page

Click a statement, land on the page with the passage highlighted. The summary is a map of the file, not a replacement for it.

One timeline, with provenance

Facts from the claimant, the employer, the provider, and the HRIS feed resolved into one timeline, each with who said it and when.

Evidence delta · CW-204118 · week 9significance 0.8
changed
Prognosis: non-union of tibial fracture, revision surgery proposed
Orthopedic follow-up · p.2 · was: "healing as expected" (APS p.1, wk 2)
review
changed
Expected return to work: 12 to 16 weeks from revision
Orthopedic follow-up · p.3 · was: Apr 19
review
new
Restriction: non-weight-bearing right leg
Orthopedic follow-up · p.2
noted
conflict
Claimant portal update says "walking short distances"
Portal message · wk 8 · vs. restriction above
flagged
unchanged
Diagnosis S82.201A, treating provider, employer, last day worked
6 facts confirmed, no change
ok

Written to the file as a note with citations. No status, benefit, or letter is touched. What happens next is the examiner's call.

What it writes into your system

Notes, structured evidence, and a timeline. Nothing else.

ObjectContentWhenNever
note · evidence deltaWhat changed, what conflicts, what it implies, significance score and reason, citationsevery time a document lands on an existing claimstatus
benefit periods
payments
correspondence
decisions
note · file summaryCurrent state of the file against each decision criterion, with the evidence that satisfies or fails each oneon request, and at every handoff when agents are installed
note · clinical summaryDiagnoses, treatment plan, restrictions as functional limits, consistency flags, missing elements, duration against your guideline tableon new clinical evidence, or when a nurse referral is prepared
conditions and restrictionsStructured condition records with ICD-10 codes, onset, treating provider, functional limitsas extracted, with field confidence
timeline factsEach dated fact with its source, reliability, and conflicts, resolved into one claim timelinecontinuously

What Claim File Intelligence does not do

The summary is not the determination. The examiner reads it, then decides, exactly as today. For compliance, that is the whole point.

  • No recommendationsIt says the restrictions on the new physician statement are narrower than the ones on file. It does not say what to do about it.
  • No status changes, no lettersIt writes notes, summaries, and structured evidence to the file. It never writes to status, benefits, or correspondence.
  • No unsourced statementsEvery line in a summary carries a citation to a document and a page. If it cannot cite it, it does not say it.
Integration footprint

Same adapter as the Mail Room, plus notes

If the Mail Room is installed, nothing new is needed from IT. If it is not, Claim File Intelligence reads documents from your repository through the same adapter and writes notes and conditions back. Surfaces as a panel in your examiner's existing screen or as a page in the Claimwell workbench.

documents · read

Originals and existing extraction from your repository or from the Mail Room.

notes · create

Deltas, file summaries, clinical summaries, with citations and model version.

conditions · create and update

Structured diagnoses and restrictions on the claim.

guidelines · read (optional)

Your licensed duration table, for the clinical summary's duration comparison.

examiner screen · embed

A panel in your admin system's claim view, or the Claimwell workbench. Either way, citations open the page.

audit store · ours

Every summary with its inputs, so an auditor can see what the examiner saw.

What you measure it on

Examiner capacity and decision quality

Time to understand a file

Minutes from opening a claim to acting on it. Measured in the workbench, before and after.

Missed-change rate

Material evidence that arrived and was not acted on within the cadence. Drops to the delta's miss rate.

Quality audit scores

Your existing file review program, run on files with summaries versus without.

Nurse referral turnaround

Referrals arrive with the clinical summary attached. The nurse answers a question instead of reading a file.

Bring the file your examiners dread

Forty pages, three providers, a conflict in the middle. We'll show you the delta and the citations in twenty minutes.