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Implementation checklist

AI Appointment Intake: What to Check Before Automating Bookings

Calendar access, appointment status, privacy, and human review must be defined before an intake assistant handles real requests.

Cendar Lab — marketing and engineering
Cendar Lab — marketing and engineering.

Begin with administrative boundaries

Name the appointments and information the workflow may handle, the staff who review requests, and the actions that must remain manual. Medical advice and emergency triage do not belong in a generic booking workflow; clinical escalation needs qualified review.

Confirm the calendar write before announcing a booking

Checking availability and writing a booking are separate operations. Test concurrent requests, time zones, cancellation rules, and retries. Only a confirmed write should produce a booking confirmation; a notification provider accepting a message does not prove delivery.

Minimize the information collected

Do not use a public project inquiry form for patient records, insurance identifiers, or clinical documents. Review the applicable privacy requirements, access permissions, retention, and vendor arrangements before a real implementation.

Measure the process you actually run

Track received requests, staff review, confirmed appointments, attendance, and financial outcomes separately. Without an observed baseline and a defined period, an appointment scenario cannot support a revenue or accuracy claim.

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