1. Everything lands in one place

    Fax, email and SMS arrive in a single queue instead of three. Nothing is dropped, deduplicated away, or hidden — the full intake is always visible.

  2. Each message is classified

    Allayr reads the message and assigns it a type and an urgency tier — drawing on the full context available, including relevant chart history, not just the message text. That context sharpens the tier; it is never presented as a diagnosis, and it never replaces one.

  3. The reasoning is attached

    Alongside the classification, you get the plain-language basis for it and how confident the system is. Low confidence is shown as low confidence rather than smoothed over.

  4. A destination is suggested

    Based on how your clinic is set up, Allayr proposes where the message should go — a person, a role, or a queue.

  5. A person decides

    Nothing is sent, filed, or actioned on its own. Staff approve, override, or reassign, and every one of those decisions is written to the audit trail.

Three tiers, one color language.

The same dot that marks urgency in the queue means the same thing everywhere in the product — in the list, on the message, and in the audit log. Colour is never the only signal: every tier carries its label alongside it.

  • Urgentneeds someone today
  • Routineexpected clinic traffic
  • Lowadmin, vendors, everything else
Queue · 8 unread
Prior authorization form — please signShoppers Drug Mart · faxLow
Chest tightness since last nightMarcus OkaforUrgent
Reschedule Thursday appointmentPriya NkemdirimRoutine
Invoice 88214 — printer leaseAccounts payableLow
TSH results are back — what now?Renée DelisleRoutine
Post-op wound is red and hotJames ByrneUrgent
Flu clinic supply noticePublic Health bulletinLow
Refill — metformin 500 mgAlan WhitfieldRoutine

Open the classification.

Every message carries the reasoning behind its tier and the signals that drove it. If you disagree, you change it — and your change is recorded, not silently absorbed.

Message · why this tier
Marcus Okafor61 · received 09:14
Urgent

Hi Dr. Chen — I’ve had chest tightness1since last night. It gets worse when I walk up the stairs2and I’ve been short of breath3 just getting to the kitchen. Should I come in, or wait for my appointment on the 14th?

Signals

1Chest tightness — new, patient-reported
2Worsens with exertion — reported as getting worse
3Breathlessness at low effort — reported alongside the above
·Chart: hypertension, on ramipril — relevant history
Confidence0.94
Disagree? Set the tier yourself.

Every decision leaves a trail.

Who saw a message, what Allayr suggested, what the person chose, and when. The record is append-only — corrections are added as new entries rather than overwriting what happened.

Read about security and trust
Audit log · 14 Nov
09:14Classified “Chest tightness since last night” as Urgentconfidence 0.94
09:14Held automatic reply — red-flag terms present
09:16Dr. Chen opened the message
09:18Dr. Chen sent a replyedited Allayr’s draft before sending
09:21Classified “Refill — metformin 500 mg” as Routineamended 09:26
09:26Dr. Chen changed the tier — Routine → Urgentreason: patient also reported dizziness

09:21 was never rewritten. The correction sits beneath it.

Allayr Person

Want to poke holes in this?

That’s exactly what the Inner Circle is for — a handful of Canadian clinics telling us where this breaks against real front-desk work, before launch. Leave your email and we’ll follow up personally.

One email when there’s something real to share. No newsletter blast, no selling your address on.