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Best QME Records Review

Medrecords AI for QME record review

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

Short version: 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. For a QME it is software you check, not a service that prepares the file for you. It costs 10 cents per deduplicated page, down to 5 cents at volume. We make it, so read the limits below as closely as the features.

Limits: Prices, turnaround and features come from each vendor's own website, read on 2026-11-12. We did not send any vendor a real file, so turnaround and quality are the vendors' claims. Nothing here is billing or legal advice.

What it does with a QME file

Every capability is on every plan; nothing sits behind a higher tier (pricing, read 2026-11-12).

What it costs, as of 2026-11-12

ItemPrice
Per deduplicated page10 cents; 8 cents at 100,000 credits; 5 cents at 500,000 credits
Exact duplicate pagesNot charged
A report$10 (100 credits)
Subscription, seats, setup feeNone; credits never expire
Trial7 days on 1 case, up to 1,000 pages, no card, after you book a demo
806-page file, no duplicates$80.60, which is 3.3% of the $3.00 ML-PRR rate per page

Speed: about 1 hour per case. Security: SOC 2 and HIPAA controls, a BAA signed at signup, and customer records never train a model. An Enterprise on-premises license is quoted separately.

What it does not do

When to pick something else

Where to read more on medrecords.ai

To run the trial on a closed QME file, book a demo. Use the vendor checklist on it like any other vendor.

Questions about Medrecords AI for QMEs

Is Medrecords AI a record review service?

No. It is software. It returns a page-cited chronology and summary in about 1 hour per case, and you check it. Nobody at Medrecords AI reads your file.

Does Medrecords AI charge for duplicate pages?

No. Exact duplicate pages are detected and never charged; billing is per deduplicated page.

Does it write the QME report?

It drafts a report from your notes. You edit it, verify it against the record and sign it; the opinions are yours.