Best AI record review for QMEs
Answer in brief: for California QME and AME record review, our ranked shortlist as of 2026-11-12 is MediScan (10 of 12), Medrecords AI (ours, 10) and OctopusLM (9). MediScan wins the tie because its 15-day trial needs no demo. Whichever you pick, Labor Code 4628(c) means you review every excerpt the tool makes and the whole outline, so pick the tool whose cites you can check fastest.
Limits: We scored every product from its own public pages on 2026-11-12 and did not run files through any of them, ours included. Prices and terms change; check the linked source before you buy.
The QME ranking, scored 2026-11-12
The QME "hard part" is report format: QME, AME and supplemental reports have a structure a general summary tool does not know. Docura is the only product here with QME, AME, permanent and stationary, and supplemental templates on its page; it loses points for publishing no price and offering no trial.
| Rank | Product | Fit | Page cites | Price published | Trial | BAA stated | Hard part | Total /12 | Source, date |
|---|---|---|---|---|---|---|---|---|---|
| 1 | MediScan | 2 | 1 | 2 | 2 | 2 | 1 | 10 | mediscan.ai, 2026-11-12 |
| 2 | Medrecords AI (ours) | 2 | 2 | 2 | 1 | 2 | 1 | 10 | our page, 2026-11-12 |
| 3 | OctopusLM | 2 | 2 | 2 | 2 | 1 | 0 | 9 | octopuslm.co, 2026-11-12 |
| 4 | InPractice | 2 | 2 | 2 | 2 | 1 | 0 | 9 | inpractice.ai, 2026-11-12 |
| 5 | Docura | 2 | 2 | 0 | 0 | 1 | 2 | 7 | docurahealth.com, 2026-11-12 |
| 6 | IME Coach | 1 | 0 | 2 | 1 | 1 | 1 | 6 | imecoach.com, 2026-11-12 |
| 7 | Long Health EvalPath | 1 | 0 | 0 | 0 | 1 | 1 | 3 | longhealth.io, 2026-11-12 |
Scored 2026-11-12 from each vendor's own pages. "Hard part" for this use case: QME report formats (QME, AME, supplemental). Ties go to the product with a self-serve trial, then the lower published entry price per page. Rubric.
The top 3 picks: reason and catch
1. MediScan
Reason: QME and IME physicians are its first named use case, and it sells to the physician management companies that run many QME offices. Plans are published, the trial is 15 days with cancel or pause at any time, and BAAs are available.
Catch: monthly page caps (1,200, 3,500 or 10,000 pages). QME volume is lumpy, and an unused month is still billed. Its source view is side by side rather than a cite on each line.
2. Medrecords AI (ours)
Reason: page-cited chronology, deduplicated billing at 10 cents a page, record questions with cites, missing-record flags and a draft from your notes. Credits never expire, which suits a QME whose panel assignments come in bursts.
Catch: the trial needs a demo first. It does not schedule exams, file DWC forms, serve the report or bill the fee schedule; you still need a practice tool for those.
3. OctopusLM
Reason: names IME and QME physicians as a use case, cites the page on every line, and gives 1,000 free pages with no call. At $0.04 a page after a $4,000 load, it has the lowest per-page rate in this table at volume.
Catch: HIPAA compliance is stated, a BAA is not mentioned on the pages we read, and report drafting is not stated. Expect to take the chronology into your own report template.
Also on the list
- InPractice (9): an IME and QME page, cited answers, credits that never expire. Ties OctopusLM on score and loses on entry price ($0.15 a page).
- Docura (7): the strongest QME report structure of any product here, plus exam audio and video in the case file. Ask for a price and a trial file on the demo call.
- IME Coach (6): drafts in your layout from past reports. QME work is not named on the pricing page we read.
- Long Health EvalPath (3): medical-legal evaluations end to end, but no price, trial or BAA on the page we read.
Labor Code 4628 and AI excerpts
California Labor Code section 4628(a) bars anyone other than the signing physician from the nonclerical preparation of a medical-legal report, and it lists "reviewing and summarizing prior medical records" as nonclerical work. Section 4628(c) then allows an outline or excerpts made by someone else, on 1 condition: the physician reviews the excerpts and the entire outline and makes any further inquiry needed. Failing 4628 can make the report inadmissible and unpaid (section 4628(e)).
What that means when you shop, read from the statute rather than any ruling on AI:
- Cites decide your review time. You will check each excerpt. A tool that opens the source page in 1 click turns that check into minutes; a tool that summarizes without cites turns it into a second read of the file.
- Keep the tool's output. If you are asked how the record summary was made, an exported chronology with page cites shows what you reviewed.
- The opinion stays yours. No product on this list signs, apportions or rates impairment for you, and none should.
Rules on disclosure and attestation are a separate question for your counsel and the DWC; this page ranks tools only.
A QME month, by tool type
Synthetic example, no real patient. A QME gets 6 panel files in a month averaging 900 pages: 5,400 pages. At published prices on 2026-11-12, MediScan's $445 plan covers 3,500 pages plus 1,900 at 7 cents, $578; OctopusLM costs $300 for a 6,000-page top-up; Medrecords AI costs $540 before duplicates are removed; InPractice costs $900 for 6 packs of 1,000 pages, with 600 pages left for later. Try your own month in the picker.
How to choose
- Count your pages for the last 3 months. Steady volume suits a monthly plan; bursty volume suits credits that never expire.
- Run 1 closed QME file through 2 tools and time how long it takes you to verify 10 excerpts against their pages.
- Ask each vendor for its BAA and read whether it names the product you will use.
- Keep your practice software. None of the top 3 handles scheduling, DWC forms or billing.