← All case studies

Case 04 · Healthcare

From an empty appointment slot to the next patient receiving care.

Australian healthcare Appointment access & no-shows 28 August 2026

From an empty appointment slot to the next patient receiving care.

A multidisciplinary clinic has reminders in its booking system, but cancellations still arrive by phone, email and voicemail. Staff chase confirmations manually, wait-list patients are contacted one at a time, and a late cancellation can leave a valuable appointment unused.

Australian evidence: Tasmania reported that unattended public outpatient appointments fell to a record-low 6.6% in May 2024, compared with more than 10% in early 2020. Its campaign was supported by courtesy confirmation calls, rescheduling, cancellation handling and wait-list auditing. View the Tasmanian Government source

Business friction

Capacity exists, but the workflow cannot reuse it fast enough.

  • Staff repeatedly call patients for confirmations
  • Late cancellations are difficult to refill
  • Appointment history and contact preferences are fragmented
Agentic AI response

A patient-friendly confirmation and wait-list assistant.

  • Send approved reminders through the patient’s preferred channel
  • Capture confirm, cancel or reschedule responses
  • Offer released slots to eligible wait-list patients for staff approval
Human & privacy control

AI coordinates access—not clinical care.

  • Use minimum necessary data and approved systems
  • Keep clinical priority and exceptions with authorised staff
  • Audit outcomes for privacy, accessibility and unfair exclusion
Measures that prove value
No-show rateSlots refilledAdmin minutesDays to appointmentPatient opt-outs

Have a similar process bottleneck?

Start with the workflow—not the software.

Discuss this use case