Who maintains the truth? A nonprofit wiki, a UK clinical AI, and the question behind both

Not every medical knowledge tool is a startup. One of the biggest is a wiki.

A nonprofit that doctors edit

WikEM describes itself as the world's largest open-access emergency medicine reference. It is a project of the OpenEM Foundation, a US nonprofit, and clinicians contribute and edit. Its site lists more than 71,000 pages in 15 languages, and it has added an AI search bar, WikEM.AI. The figures are from WikEM's own site (71,428 pages when I looked on 17 October 2026); I have not audited them, and it describes OpenEM as a 501(c)(3) nonprofit public charity.

A commercial UK assistant built on guidelines

iatroX is a UK clinical AI assistant. Its FAQ says it draws on official clinical guidance and peer-reviewed research, synced within 24 to 48 hours of publication, and describes its guideline Q&A tool as a UKCA-marked, MHRA-registered Class I medical device. Its exam-prep tools are described as not being medical devices. I have not checked the MHRA register, so treat the registration as the company's claim.

The same hard question

A wiki can be fast and a bit uneven. A company can be polished and still make mistakes. I'm not ranking them. For both, the question that matters to a builder is the same: who checks the content, and how fast does it update?

Three things I took from this for my own work:

1. Anchor answers to a source you can name. Tabibu answers from a set of Kenyan clinical guidelines and cites them. When a question falls outside that set, the answer starts with a fixed label saying it is general information, not from those guidelines, and it does not invent citations.
2. Write down the update path. Medical knowledge changes. If you cannot say how a changed guideline reaches an answer, and how quickly, you do not have a knowledge system, you have a snapshot.
3. Say what you do not know. For some facts (prices, helpline numbers, vaccine schedules, the essential medicines list) Tabibu must get them from a retrieved source or a tool. Without one it says it cannot find it, rather than guessing.

Why I like the nonprofit model, and where it stops

An open, clinician-edited reference has a weaker incentive to flatter the reader, and anyone can see the edits. The cost is that funding is thinner and quality depends on who is watching. A commercial product can fund review but may have other pressures. Neither model removes the need for a checker.

Would you trust a medical wiki edited by clinicians, or would you want a company behind it? Tell me why.

I post short videos in this series on LinkedIn and TikTok; come say hi.

General information, not medical advice.