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medical record summaries for insurance brokerages

We draft the cited APS summary for insurance brokerages.

Every impairment cited to its page. You verify, then send the case.

By Ahmed Jemaa, Co-Founder & CEO of Medrecords AI · Published 8 Oct 2026 · Updated 8 Oct 2026

Medical record summaries for insurance brokerages turn an attending physician statement and the EHR export behind it into 1 cited APS summary: impairments by underwriting category, medication changes, plan lines and pending follow-up, each linked to its page. The case reaches the underwriter clean. You review, you revise, you sign.

100 pages a minuteHIPAASOC 2

Self-Service starts at 10 cents a deduplicated page, down to 5 cents at volume. Duplicate pages are free. Enterprise On-Prem is an annual license, no per-seat fees. First case is free on us. See the attending physician statement summary sample.

APS summaryfor insurance brokerages
review-ready
342 pp → APS plus EHR export, 11 duplicate pages removed
Impairments by underwriting category, each cited
Medication changes since the application, cited to the page
Impairments
cited, dated
Plan lines
flagged, open
Underwriting call
the carrier's
Built for the underwriter's first read.
The status quo
the APS lands weeks after you ordered it
the underwriter reads the summary you had 1 hour to write
1 missed medication change is a rated offer or a rescission

Open an APS that is already summarized.

Impairments, medication changes, plan lines and pending follow-up, pulled from the attending physician statement and the EHR behind it, each cited to its page. Medrecords AI drafts the summary. The underwriting call stays with the carrier.

APS summary · in the carrier's orderYour template
p.31 p.212 p.298

The carrier's order, your letterhead

Templates draft the summary in the section order the carrier's underwriting desk asks for, with inline citations. You add the cover note and the field comments. Export in your format.

Chronology · by date
Pre-appPrior knee complaint · disclosed on application
Apr 02Ortho visit, new diagnosis
May 22MRI right knee imaging placed inline
Jun 01Medication started · not on application
Jul 17Follow-up ordered, pending

Chronology: the applicant's history in order

Diagnoses, medication starts and stops, imaging and pending follow-up, every event dated and cited. The whole file scannable before the summary goes to the underwriter.

Duplicate pages · 11Match similarity
Attending Physician StatementmultipleReview
Lab Panel84%Review
Progress Note87%Review
Remove all duplicates

Dedup and indexing: shrink the file first

EHR exports arrive with repeated pages and misfiled sheets. Medrecords AI removes the repeats, quarantines the wrong-patient page and indexes what remains, so the file is read once. Duplicate pages are free.

Cross-checked · multi-modelCase #IME-4812
ApplicantAdams, Timothy✓
Body partRight knee✓
Pages342, 2 packets✓
Duplicates removed11✓
Wrong-patient pagep.140 quarantined✓

Built to be verified, then sent

Multiple models cross-check every extraction. Each field carries its citation and a confidence score, and low-confidence pulls are flagged for your review, so verification is a click, then a judgment.

Adapts to each file

Built for expert-level decisions.

Undisclosed conditions, medication changes after the application date, follow-up the physician ordered and the file never closes: surfaced with citations, scored for confidence, left for the underwriter to weigh. Flags are signals, not decisions.

See the summary workflow, capability by capability →
Intake · Case #IME-4812 reading, p. 212 / 342
PDF aps_form · PDF DOC ehr_export · PDF JPG p.140 · wrong patient
Multi-model read · dedupe · applicant split · index
342 pp in 331 unique p.140 flagged 1 APS form
Organized recordby provider · date
01Apr 02APS Form
02May 22Lab Results
03Jun 01Progress Notes
331 pp indexed · every row citedopen the case →

Surface the details that change an offer

A medication started after the application date, a diagnosis the applicant did not disclose, a follow-up the physician ordered and the file never closed: highlighted and cited to the page, so the underwriter reads instead of hunts.

The carrier makes the call, always

The software does the reading, every line stays traceable, and verification is 1 click to the source page. Medrecords AI does not rate, decline or price a case. Flags are signals for the underwriter, not decisions.

Who this is for

You manage the case. Reading should not be the job.

Brokerage general agency case managers, underwriting case managers and informal-application desks at life, disability and long-term care brokerages who order the APS and summarize it for the carrier.

Impairments sorted by underwriting category, each cited
Medication changes and pending follow-up flagged with page cites
A clean case to the carrier in hours, with the same care on each
APS review · case #IME-4812 review-ready
Dx: right knee meniscal tear, ortho notep.212
New medication, after application dateflag · p.298
Prior knee claim, disclosedp.63
Medications, start and stop, comparedtable
Flags found for you, the underwriting call stays with the carrier
The objection

“Will the underwriter trust a summary I did not write by hand?”

Every line in the summary links to its page in the APS or the EHR export, so the underwriter checks any claim in 1 click. You review, you revise, you sign.

Built for the underwriter's first read.

Who we serve

One platform. Built for everyone who works the file.

The same defensible, cited record, shaped to how each team reads it: the case, the claim, or the exam.

Roles
Plaintiff AttorneysProve the injury, dollar by dollar Defense CounselSurface the case-deciding fact Legal Nurse ConsultantsChronologies in a fraction of the time IME & QME PhysiciansDefensible IME opinions, faster Medical Expert WitnessesCited opinions, not paper chases Claims Adjusters & ExaminersTriage and settle sooner Forensic EvaluatorsYour report format, fully cited Medical Examiners & CoronersThe history before the certification Life Care Planners & Vocational ExpertsCost projections built on the full record VA-Accredited RepresentativesThe whole C-file before you file C&P ExaminersC-files, exam-ready on time Social Security Disability RepresentativesYears of records, 1 hearing
Organizations
Insurance CarriersScale review across every claim Law FirmsLitigation-ready case files TPAs & Case ManagementStandardize across clients Government & Public SectorCompliant, auditable records IME Companies & NetworksOne pipeline, every physician Self-InsurersClaims reviewed like a carrier would Disability InsurersLTD/STD files, cited every cycle Settlement AdministratorsTier claims at MDL scale VA C&P Exam ContractorsC-files, exam-ready on time Hospital Risk ManagementKnow the chart before counsel does Litigation FundersUnderwrite the file, not the pitch Medical Funders & Lien NetworksFund the treatment, verify the file
Use Cases
Social Security DisabilityTimeline ready before the hearing Personal Injury PlaintiffCited evidence on demand Personal Injury DefenseVerify specials, flag the gaps Veteran DisabilityTimeline built before the exam Workers' CompensationTrack treatment and gaps Mass TortQualify claimants at scale Medical MalpracticeReconstruct the timeline Auto Bodily Injury ClaimsSpecials and causation, cited
Not sure which fits? Talk to us about Enterprise
FAQ

Insurance Brokerages, answered.

An impairment list sorted by underwriting category, each with onset date and treating provider; medication starts, stops and dose changes since the application date; plan lines and pending follow-up; and lab values with dates. Every line is cited to its page in the APS or the EHR export you uploaded.

It does not order the APS from the physician, rate the case, assign a table or decline an applicant, and it does not replace the carrier's underwriter. It organizes, cites and flags what is in the file. You review, you revise, you sign.

Self-Service starts at 10 cents a deduplicated page, down to 5 cents at volume. Duplicate pages are free. Enterprise On-Prem is an annual license, no per-seat fees. First case is free on us.

Yes. Upload the APS and any records the applicant supplied, and the summary drafts the same way. Put the sections the carrier's informal desk asks for in your template, and the summary follows that order.

Yes. Medrecords AI holds SOC 2 and HIPAA compliance and signs a BAA with every customer. Retention is configurable and files are deleted on request.

Export it as a PDF or Word file in your template, with citations inline, and attach it to the case the way you do today. The source page for every line travels with it.

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