How AVRMD works.
One page for the whole method: what gets into the catalog, who can change it, how promotion stays separate from evidence, and what is actually running today.
A source-linked map of medical XR
AVRMD is a professional reference for virtual, augmented, and mixed reality in healthcare. It does three things: it keeps a structured database of organisations, solutions, evidence, events, projects, and hardware; it gives professionals a place to discuss what actually works; and it gives companies and institutions a way to maintain their own record and promote responsibly.
“Medical XR” is the umbrella term. VR, AR, and MR remain explicit filters, and “MX” is kept as a search alias.
How records are reviewed
Every record carries a review state describing how far it has been checked. A review state describes provenance only. It is never a statement about clinical effectiveness, safety, or regulatory approval.
Each record also shows the date it was last reviewed, because a regulatory or product fact that was correct last year may not be correct now.
Sources
Every public record links to the source it came from — a regulator’s record, a journal, or an organisation’s own site. AVRMD stores citation metadata and its own short summary. It does not republish articles, abstracts, or media it has no right to reproduce.
Collection is limited to allowlisted metadata APIs, feeds, open-licence repositories, official owner domains, and URLs supplied by editors with a documented rights basis. AVRMD does not crawl the open web indiscriminately or bypass paywalls, robots rules, or source terms.
Ownership claims
Claiming a page is free and always will be. A claim is verified with a work-domain email and gives a representative control over the official facts on that record: description, updates, events, and inquiry routing.
A claim does not extend further than that. Owners cannot remove linked evidence, delete criticism, alter another organisation’s record, or change where their record ranks. Moderation stays independent of the people being discussed.
Claim a recordAdvertising
Every paid placement is labelled “Sponsored” and sits in a slot of its own. Paid placement never enters organic results.
Sponsorship never changes a trust badge, a review state, an evidence link, or the order of search results.
No targeting on personal health information, inferred conditions, or sensitive behaviour. Placement is contextual only.
Campaigns are quoted by staff and invoiced offline. There is no self-serve ad purchase, and evidence records never carry advertising.
How AI is used
Ask AVRMD first searches what is already on this site: catalog records, the FDA’s list of authorized AR/VR devices, the papers, trials and news the daily discovery job collects, talks, stage guides, and member questions. A language model then writes a short answer from those sources only, numbering each claim to the source it came from. A citation to anything it was not given is removed before you see it, and if the sources do not answer the question it says so.
The links it suggests next are generated by the site, not by the model. The model is never sent anything about members beyond a count of people who offered help; it runs through providers that do not retain or train on requests, and usage is capped daily. When no model is available, you get the matching sources without the written summary. It is professional information, never medical advice.
AI never publishes anything on its own. Where AI proposes fields for a record, an editor reviews a source-versus-draft comparison and approves or rejects it before it appears.
Community
Discussion is organised by clinical topic so questions reach the people who have faced them.
A verified owner’s reply is labelled as official. It carries no power to remove other replies.
Reports go to staff moderation, which is independent of the organisations being discussed.
Safety boundary
AVRMD is professional reference information. It does not provide diagnosis, treatment recommendations, or clinical consultation, and nothing here should be used to make a care decision for an individual patient.
Do not post patient information or personal health information anywhere on AVRMD, including inquiries and discussions. Regulatory status shown on a record is specific to a region and a date, and it belongs to the product or system described — never to general-purpose hardware it runs on.
What is live today
- Catalog records
- 60 (14 organizations, 13 solutions, 2 evidence, 1 projects, 4 events, 26 problems)
- FDA-authorized AR/VR devices
- 120, the FDA's full published list
- Papers, trials and news in the feed
- 312 most recent
- Recorded talks
- 54 curated, plus member submissions
- Sources checked daily
- 10
- Last robot run
- yesterday
AVRMD is being built in the open, and it is more useful to say plainly which parts are real than to imply that everything is.
- The catalog, topic hubs, stage guides, talks, gear and related websites.
- The FDA’s list of authorized AR/VR devices and a daily feed of new papers, trials and news, both refreshed by a robot every day.
- Ask AVRMD, which answers from those sources and cites them.
- Accounts (email and password, or Google), member profiles, the member directory, questions and answers with notifications, and posts.
- Suggesting a record, claiming one, and promotion enquiries: stored and sent to the editors, who reply by email.
- A review screen: robot-found candidates and your suggestions are reviewed by an editor outside the site, so publishing takes time.
- Email notifications and digests; notifications are on the site only.
- Posting opportunities and live sessions.
- The topic discussions on the Community page, which are labelled samples.
Where a page shows example content, it says so on the page. Everything else on this list is checked against the code each time it changes.