Editorial brief · About

Who runs this reference

MedAI Verdict is an MD-reviewed reference for the AI tools used by practicing clinicians. The site exists because the existing options either bury healthcare under broad AI-tool directories or review tools without physician oversight.

Why we exist

Too many tools, too little time

There are now well over 200 AI tools claiming clinical-grade value: ambient scribes, decision support, diagnostic aids, workflow automation. Most clinicians evaluating them have under an hour per week to research. Horizontal AI directories list them without curating for clinical use. Vendor sites are sales material. Peer-reviewed literature is slow and narrow.

MedAI Verdict is a focused reference: each tool gets a profile, each comparison names its sources, and editorial sign-off comes from a board-certified physician before anything ships.

Editorial sign-off: Henrik R., MD, board-certified physician (Switzerland). Identity verifiable to vendor partners and editorial inquiries on request.

Who we are not

What this site is not

01Not a hands-on testing lab. Wirecutter-style first-hand review of every tool requires staff we do not have. We work from named public sources and physician sign-off.
02Not a vendor-funded comparison engine. Some links are affiliate-disclosed; rankings are not for sale.
03Not clinical guidance. Tool reviews are software reviews, not medical advice.
04Not a permanent ranking. We re-verify every review on a monthly cadence and republish corrections within seven days.

How we work

The review pipeline

01
Source scan. For each tool we pull vendor documentation, G2 and Capterra profiles, Reddit clinician communities, YouTube clinician demos, PubMed studies, and Crunchbase funding data. Each data point links to its source.
02
Sentiment + themes. Clinician mentions are summarized into pros, cons, and recurring themes. Every quote and theme links back to its source URL.
03
Editorial sign-off. Henrik R., MD, a board-certified physician (Switzerland), reviews each tool entry before publication. The MD-verified badge appears only on reviews signed off within the last six months.
04
Republication on data change. Pricing, certifications, and integration data change monthly. We re-scrape on a 30-day cadence and surface stale-data warnings on entries older than 180 days.

Full source weights and process are documented in our editorial methodology.

Contact

Get in touch

Editorial: editorial@medaiverdict.com
Vendor relations: partnerships@medaiverdict.com
Corrections: corrections@medaiverdict.com
Press: press@medaiverdict.com

Editorial services

Custom AI evaluation, on retainer.

Beyond the public reference, our editorial team takes a limited number of private evaluation engagements each quarter for practices, health systems, and vendors. MD-led, methodology-bound, independent.

Consulting fees fund the public editorial operation. We decline engagements that would compromise editorial independence.

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Tier 01
Single-tool evaluation
Independent deep-eval of one AI tool for your practice or specialty. Spec audit, EHR-integration risk assessment, pricing analysis, deployment timeline, and a written recommendation memo signed by our editorial team.
For: Solo practitioners and small groups
Tier 02
Procurement review
Comparative eval across 3 to 5 shortlisted vendors. Vendor reference calls, RFP scoring framework, security and compliance gap analysis, deployment-risk matrix, executive summary for leadership sign-off.
For: Health systems and large group practices
Tier 03
Vendor MD sign-off review
For vendors: independent MD review of clinical claims, security attestation, integration depth, and editorial cross-check against our methodology. Output published as a verified entry with disclosure note.
For: Healthcare AI vendors