One inbox, every kind of question
Open the nurses' shared inbox on a Monday. A patient asks to move a scan. Another asks why their invoice is higher than expected. Someone asks for a copy of their consent form. A patient describes a symptom and asks whether it is normal. Another has uploaded a photo of an ID document. A GP practice has sent a letter.
A nurse reads each one, decides who should deal with it, forwards the admin ones and answers the clinical ones. Some forwarded messages are never picked up. Some patients send the same message twice because they did not get a reply.
Why messages end up in the wrong place
Patients do not know how your clinic divides its work, and they should not have to. They use whichever address or portal they were given, which is often the nurses'. The inbox has no concept of ownership, so a forwarded message is out of sight rather than assigned.
- One contact route is published for everything.
- Sorting relies on a nurse reading each message.
- Forwarding is not the same as assigning, so ownership is unclear.
- There is no view of which messages are still waiting for a reply.
- Messages cannot be prioritised, so an urgent clinical question may sit behind a billing query.
What this costs your nurses and patients
Nursing time is the scarcest resource in the clinic, and it is being spent on sorting. Admin questions wait because they sit in the wrong queue. Patients who do not get a reply chase by phone, adding to the load, and occasionally a message that needed a prompt clinical response waits too long because it was buried.
| Message type | Where it should go | What triage adds |
|---|---|---|
| Appointment change | Coordinators | Routed straight to the booking team |
| Invoice or payment | Finance | Routed with the patient's account reference |
| Paperwork or forms | Admin | Linked to the patient's consent or document record |
| Symptom or treatment question | Nursing | Flagged to the top of the nursing queue |
| Letter from another clinician | Medical secretaries | Filed and assigned for action |
How we build message triage
- We bring your patient messages into one queue, whether they arrive by email, a portal or a web form.
- A classification step, using a language model such as Anthropic Claude or OpenAI with rules you approve, labels each message by topic and suggests a team.
- The classifier is set to be cautious: anything that could be clinical, or that it is unsure about, goes to nursing. Admin topics only go to admin when the model is confident.
- Each message is assigned to a team queue and, if you want, to a person. It stays open until someone marks it answered.
- Messages are matched to the patient record so the person replying can see context.
- A dashboard shows unanswered messages by team and by age, so nothing sits unseen.
- Templated replies for common admin requests are available to staff, who edit and send them.
The system never replies to a patient with clinical information. It sorts and tracks. Every clinical message is read and answered by a member of your nursing or medical team.
What your team gains
Nurses open a queue that contains nursing questions, with the most time-sensitive at the top. Admin and finance handle their own messages directly. Managers can see if any queue is falling behind. Patients get replies from the right person, which means fewer repeat messages and fewer calls chasing an answer.
Signs your messages need triage
- Nurses spend part of each day forwarding admin messages.
- Patients send the same message more than once.
- Nobody can say how many messages are waiting for a reply.
- Billing and paperwork questions are answered slowly.
- Clinical messages can be buried among admin ones.