This site is published by Medrecords AI, which makes 1 of the products it covers. We say which one wherever it appears. How we handle that.

Best Medical Record Review Companies

Medrecords AI: our product, and why it isn't in the directory

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

This is our product. Medrecords AI publishes this site. It is software, not a review company: it reads the records and builds a page-cited chronology and summary, and the physician or the committee forms the opinion. That's why it isn't a row in the directory.

Limits: Firm facts come from each firm's own website, read 2026-11-12; we haven't hired these firms or graded their reports, and "not stated" means we didn't find it, not that the firm doesn't do it.

What it is, in 1 sentence

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.

Firm or software: which jobs each covers

JobA review firmMedrecords AI
Supply a qualified reviewer for a peer review or appealYesNo
Form and sign a clinical opinion or necessity determinationYes, the reviewerNo
Hold URAC or IRO accreditationSome firmsNo
Retrieve records from providersSome firmsNo, it reads records you already have
Put a long chart in date order, every entry cited to its pagePrep firms, by hand or with AIYes
Remove duplicate pages before anyone reads themVariesYes, and duplicates are not billed
Answer questions about the file with page citationsNot usuallyYes
Draft a report from your notes, in your formatSome prep firmsYes; you verify and sign

Where it fits next to a firm

Who should hire a firm instead

Price, speed and trial

Security

HIPAA, with a Business Associate Agreement signed at signup. SOC 2. Customer records never train a model; that is written into the BAA. An on-premise deployment is available as an annual license for organizations whose records can't leave the building.

See it on your own file

The fair test is a closed case you already reviewed. Book a demo, run the 7-day trial on that case, and compare the timeline with what your reviewer or prep firm produced.

Questions about Medrecords AI

Is Medrecords AI a medical record review company?

No. It's software that builds page-cited chronologies and summaries from records you already have. It doesn't employ reviewers or issue opinions.

Can Medrecords AI do hospital peer review?

It can prepare the record for peer review: a dated, cited timeline of the chart. The review itself, and the findings, stay with your committee or an outside physician reviewer.

What does Medrecords AI cost?

10 cents per deduplicated page, dropping to 8 cents at 100,000 credits and 5 cents at 500,000; a report is $10. Duplicate pages are not charged.

Will Medrecords AI sign a BAA?

Yes, at signup. It is HIPAA and SOC 2, and customer records never train a model.