About Medical Records Summary AI
Who owns this site
AI Health Studio LLC owns this site and runs it under its trade name, Medrecords AI, from Sheridan, Wyoming. Medrecords AI sells software that builds cited chronologies and summaries from medical record files, so we are a vendor writing about a problem our own product has. Our tool sits in the same tool table as 8 others, and the methodology page lists the 7 rules we follow because of that.
Why a site about checking AI summaries
When we searched for AI medical record summaries in November 2026, 7 of the 8 Google results were vendor pages. Each said its summary links to the source. None said what a reviewer should do once the source page is open, how many lines are enough, or how to catch a fact the summary dropped. A physician who signs a report built on a summary needs those answers more than a feature list.
So this site covers the checking, not the buying. It explains the 10 failure types, gives the sampling math for citation checks, offers an interactive checklist and a synthetic test file, and keeps a dated table of the published studies. Every method works on any tool's output, ours included.
What this site doesn't cover
- Rankings or reviews of tools. We haven't tested tools on a shared file, so we don't rank them.
- Clinical guidance or legal advice. The site covers checking a summary against its source, not what the facts mean for an opinion.
- Scribes and coding tools, except where their error research applies to record summaries.
Who writes this site
Ahmed Jemaa, Co-Founder and CEO of Medrecords AI, writes and maintains every page. LinkedIn.
How to send a correction or a study
Email aj@medrecords.ai with the page, what is wrong and a source. We reply to corrections within 2 business days. New studies with published error counts are welcome, including ones that make AI summaries look better or worse than this site does.
Questions about who runs this site
Who publishes Medical Records Summary AI?
AI Health Studio LLC, trading as Medrecords AI in Sheridan, Wyoming. Its product is 1 of the 9 tools in the citation table.
Is this site medical or legal advice?
No. It describes how to check AI output against source records. Opinions on the facts stay with you.
Can a vendor ask to be added to the tool table?
Yes. Send the public page that describes how your tool links summary lines to sources. We add tools on the same terms as the others, with a capture date.