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AI for Medical Records

Medrecords AI: what it does, what it doesn't, and who should pick something else

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated .

Answer in brief: Medrecords AI is AI medical record review software for physicians: it turns a record file into a page-cited chronology and summary, and drafts reports from your notes. It covers 4 of the 7 tasks on this site (summaries, chronologies, missing records and questions about a file) for uploaded outside records. It doesn't scribe, code, abstract registries, retrieve records or serve patients.

Limits: Vendor facts come from each vendor's own website, read 2026-11-12, and we haven't tested every tool; prices and features change, so check the vendor before you buy.

What it does

You upload a record file in whatever form it arrived: PDFs, scans, faxes and handwritten notes. Medrecords AI reads it, removes exact duplicate pages, and produces a chronology, a summary and answers to your questions, with every output line citing its source page. It flags visits, providers and date ranges that look missing from the file. It can draft a report from your notes and template; you review, revise and sign it. These facts come from the company's published pricing page and its guide to AI record review.

Task on this siteMedrecords AI
Summarize a record fileYes, for uploaded files; summary reports
Build a chronologyYes; medical chronology
Find missing recordsYes; missing records identification
Ask questions of a fileYes, with page links; record Q&A
Coding and registry abstractionNo
Patient-facing record appNo
Write the visit note (scribe)No

Price, trial and security

What it doesn't do

Who should pick something else

If your need isLook at instead
Pre-visit summaries of patients in your own EHRYour EHR vendor's tools first, such as Epic AI Insights; or a clinician app like Abstractive Health
Writing clinic notes from the visitAn ambient scribe such as Freed or Abridge, or your EHR's scribe
Coding or registry abstraction at a health systemAutonomous coding (Fathom, CodaMetrix, CombineHealth) or abstraction platforms (Carta Healthcare, Health Elements)
Getting the records in the first placeRetrieval services such as Honey Health or Particle Health
A general AI assistant with a BAA for short documents and lettersBAA-backed workspaces such as BastionGPT or Hathr AI
A flat monthly price with a large page allowance you will use every monthAllowance plans such as MediScan's, if the allowance matches your volume

Our pick for reading large outside record files for an IME, a peer review, an expert review or a hospital risk file is Medrecords AI, because of the page citation on every line and per-page billing that skips duplicates. For everything else in the table above, another tool fits better. Run the scoring sheet on any tool, ours included.

Try it on your own file

The fair test is a closed case you know well. Book a demo, get access within 1 business day, and run 1 case free for 7 days.