How we pick AI tools for standard-of-care review
Short version: we split a standard-of-care review into tasks, then ask 4 questions of each product for each task, using only the maker's own published pages read on a stated date. We did not upload records to any product. We make Medrecords AI, mark it wherever it appears, and say when another product fits better.
Limits: We read each product's own web pages on 2026-11-12 and did not upload records to any of them, ours included. Prices, plans and features change, and nothing here is legal advice or a substitute for your own clinical judgment.
The 4 questions we ask of each product
- Can a physician use it on chart pages? Does the maker publish that it signs a BAA, or that it handles PHI under HIPAA, and for which plan?
- Can you trace its output? Does each line link to a page of your file (for record tools) or to a published source (for literature tools)?
- Does it fit the task? Minute-level timelines, missing-records lists and file questions for record tools; guideline and outcome literature for literature tools.
- Can a reviewer buy it? Is there a published price or plan an individual physician can use, or is it sold only to firms?
Speed claims, interface and marketing language play no part. A pick names the reviewer it suits and the catch.
Sources and dates
- Products: each maker's product, pricing, security or help page, read on 2026-11-12 and linked in its row on the tools page. A few rows were read from copies another site in this network saved the same day, and those rows say so.
- Search results: the Google top 10 for "best ai for medical malpractice" and 4 close searches, pulled 2026-11-12, to see what the field already covers.
- Research and rules: PubMed abstracts for the 2 studies we cite, the AMA ethics opinion on medical testimony, 45 CFR 164.312 and the Cornell LII entry on proximate cause.
- Synthetic case: the post-op day 2 case on the timeline page is invented, labeled "synthetic, no real patient", and its AI draft column is our illustration, not output from any product.
What we did not do
We did not test output quality, measure error rates or upload a record to any product, ours included. When a row says a tool cites pages, the maker says so. Run a closed case you know through any tool before you rely on it.
Nothing here is legal advice. Causation standards, merit requirements and disclosure expectations differ by state; the retaining attorney is the person to ask.
How we handle owning Medrecords AI
This site is published by Medrecords AI, which makes 1 of the products it covers. That is a conflict of interest, and we do not claim to be neutral. The rules we follow:
- Medrecords AI carries "(ours)" wherever it appears and gets the same columns as every other row.
- It is picked only for named uses (page-cited timelines and the missing-records list on large files), never as best overall.
- We name the cases where another product fits better, including a free platform, a lower per-page rate and a flat monthly fee.
- Links to medrecords.ai appear only on the Medrecords AI page and in boxes marked as ours.
- Links to other companies carry a nofollow attribute.
- Makers can send corrections to aj@medrecords.ai. Confirmed corrections go live within 2 business days, whoever they favor.
How often we recheck
We reread every row at least every 90 days and when a maker tells us about a change. The date in each row is the last time we read that source.