Patient-Message Triage Copilot
Sorts the patient inbox before it reaches a clinician — classifies each portal or email message, scores urgency, routes it to the right queue, and drafts a holding reply for staff to approve, while escalating anything that reads clinically urgent instead of answering it.
The live demo, running on fabricated data. Open it to step through the full flow — every output is shown for a person to approve before anything happens.
Reads each inbound patient message against your triage policy, proposes an intent, urgency and route, drafts a grounded holding reply, and surfaces all of it — with any clinical concern flagged — for reception or a nurse to approve, edit, reassign or escalate before anything is sent.
It does the first sort on every message, every time, and shows why it routed each one.
- Best where sorting is itself a job — a multi-GP practice, or an aged-care service fielding family enquiries, where someone triages the queue by opening each item.
- It surfaces intent, urgency, a route and a grounded holding reply, so the act of sorting stops being the bottleneck.
- At high message volume the recaptured time goes back into patient contact and the messages that need judgement, not into a smaller roster.
It is confidently wrong when the record it matches against is stale — and the clean classification hides the bad fact underneath.
- Useless where the inbox isn't really an inbox — patients who phone, or "messages" that are scanned PDFs and faxes with no machine-readable text.
- Weak on the message that needs a clarifying question, not a route — "I'm not right since the new tablets" needs a person to ask what "not right" means; it will flag and escalate, not resolve it.
Count last week's inbox and ask how many messages a competent receptionist could route in under ten seconds; if most need a back-and-forth with the patient, the sort isn't your bottleneck and this won't pay back yet.
It drafts and sorts. A person triages and decides. That line is deliberate.
Under the RACGP Standards for general practices a responsive triage system with a person assessing urgency is a mandatory requirement, and under AHPRA's standards the treating practitioner stays clinically responsible for the patient. A tool that confidently reassured someone their dizziness was nothing while sending their repeat script would be worse than no tool — the consequence lands on the clinician, so the clinician stays on the call.
Messages as readable text, a current de-duplicated patient record, and a written triage and routing policy.
The triage and routing policy is usually the real first job — writing down the rules your senior reception staff already carry in their heads, and getting patient and medication records clean enough to trust. That work is rarely about buying software, and on most engagements it is larger and more valuable than the AI layer that sits on top of it.
The worried-buyer questions, answered straight
Fixed scope, fixed price, fixed dates.
Considering this for your practice?
The honest place to start is a bite-sized first piece — one contained change, low risk. Tell us where the inbox hurts; we'll play it back, scope it, and show you what's possible.