Practice operations

Referral requests, and the week they usually spend waiting

A referral request is one of the few clinic workflows where almost all the delay sits before any clinical work begins: the request arrives incomplete, somebody chases the missing details, the chase goes to voicemail, and a week disappears without anyone having made a decision. The decision itself - whether the referral is appropriate - takes a clinician minutes. Everything an assistant can usefully do here is in the part that is not clinical, and the discipline is to stop exactly there.

Collect completely, decide nothing

The useful contribution is a request that arrives complete: who the patient is, who is asking, which specialty, what has already been tried, whether imaging or results exist and where, and how urgent the requester believes it to be. An assistant is good at this because it never forgets a field and never decides a question is awkward to ask. It must not weigh any of it. "That sounds routine" is a clinical judgement wearing the clothes of a summary.

Urgency is reported, never assessed

There is a real difference between recording "the referring doctor marked this urgent" and producing "this appears urgent". The first is a field; the second is triage, and it belongs to the clinician. Configure the assistant to carry the requester's own urgency verbatim and to add nothing - and check that the queue a clinician sees preserves that distinction visibly, because a summary that blends reported and inferred urgency is worse than no summary.

The missing-attachment problem is most of the delay

Referrals stall on absent prior results far more often than on clinical disagreement. An assistant that asks at the moment of the request - which scan, when, which facility, do you have the report or just the images - removes the commonest round trip entirely. This is unglamorous and it is where the week goes. Ask a vendor to show the completeness check rather than the summarisation, because the summary is the part that demos well and the checklist is the part that saves time.

Tell the requester what happens next, with a date

Most referral frustration is not about speed but about silence: the requester does not know whether it arrived, who has it, or when to expect an answer. An acknowledgement that states what was received, what is still missing, who will review it and by when costs nothing and removes most of the chasing. If the assistant cannot commit to a date because the clinic has no agreed turnaround, that is a finding about the clinic rather than the software.

Frequently asked questions

What part of a referral can an AI assistant handle?
The collection: identifying the patient and requester, the specialty, what has been tried, which prior results exist and where, and the requester's stated urgency. It should hand all of that to a clinician complete and unweighted, and make no judgement about appropriateness.
Can it decide whether a referral is urgent?
No. It can record the urgency the requester stated and must not infer any of its own. Keep the two visibly separate in whatever a clinician reviews - a summary that blends reported and inferred urgency is worse than no summary at all.
Where does the time actually go?
Into missing prior results, not clinical disagreement. Asking which scan, when, at which facility and whether the report exists - at the moment of the request rather than a week later - removes the single commonest round trip in the whole workflow.
What should the requester be told immediately?
What was received, what is still missing, who will review it and by when. Silence is what generates the chasing, and an acknowledgement with a date costs nothing. If no date can be given because the clinic has no agreed turnaround, that is worth knowing on its own.
How do we measure whether this helped?
Measure the share of referrals that reach a clinician complete on first submission, and the elapsed time from request to first clinical touch. Volume handled tells you nothing - the workflow was never short of volume, it was short of complete requests.

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