AI for health tourism
A patient in Hamburg messages four clinics on a Sunday evening about the same procedure. Two reply on Monday afternoon in English. One replies in twenty minutes in German with a clear next step. That clinic wins the patient, and it is not usually the best clinic — it is the fastest one.
Why enquiries leak
Enquiries arrive at night, at weekends, in German, Arabic, Russian, Dutch and Romanian, across a website form, WhatsApp, Instagram and three separate email addresses. Coordinators are excellent and oversubscribed. Nobody knows how many enquiries never received a reply at all, because there is no single place where they are all counted.
The first deliverable is often just that count. It is usually worse than the clinic expected, and it makes every subsequent decision easier.
What the agent does — and where it stops
The hard line: no medical advice, no candidacy assessment, no promises. The agent does not tell anyone whether they are suitable for a procedure, what result to expect, or what their case requires. It gathers, informs from material your clinicians have approved, and hands over. Anything clinical goes to a person. Every time.
Inside that boundary there is a great deal it can do well:
- Reply in minutes, in their language, at three in the morning, on every channel including WhatsApp.
- Gather the intake facts your coordinators always need — age, relevant history, previous procedures, photographs where appropriate, target dates, city of departure — so the file is complete before a clinician looks at it.
- Answer the logistics questions that consume most coordinator time: how many nights, is a companion needed, transfers, what the price band covers, visa basics, follow-up arrangements.
- Qualify honestly. Someone browsing and someone with a date and a budget both deserve a reply, but not the same reply, and your team should know which is which.
- Escalate cleanly. Any clinical question, any distress, any complaint, any request for a guarantee — handed to a named human immediately, with the conversation attached.
The trust problem
Patients travelling abroad for treatment are, reasonably, wary. Anything that feels like a call centre reading a script makes it worse. So the agent identifies itself as an assistant, never claims to be a doctor or a nurse, and hands over to a person the moment the conversation stops being logistical. In practice, being unmistakably a fast assistant earns more trust than pretending to be a slow human.
Data
Health enquiries are special-category personal data. The pipeline is built on that basis: minimum collection, defined retention, explicit consent, deletion on request, and the option to keep everything on infrastructure you control. If a supplier has not raised this before you did, that tells you something.
The number to watch
Median time to first response, per language, per channel. It correlates with booked patients more strongly than anything else we measure in this sector, and unlike most metrics you can move it within a fortnight.
How many enquiries never got a reply last month?
Most clinics cannot answer that. Finding out is the first thing we do, and it usually changes the priority list on its own.