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Trace Margin

Inbound ยท Synthetic dataset: 12-location dental group, one practice-management system

Dental scheduling

Recall, hygiene and new-patient bookings across locations with clinician, duration and insurance boundaries.

Eligible tasks

  • Hygiene and recall bookings for verified patients
  • Reschedules within the cancellation policy
  • New-patient first visits under the intake rule

Excluded requests

  • Pain, swelling or trauma โ€” transfer to staff
  • Coverage and cost estimates
  • Reading clinical notes or treatment plans

Baseline data you need

  • Unanswered calls per location
  • Booking errors found at check-in
  • Duplicate patient records created per month

Failure modes to test

  • Wrong clinician or duration
  • Duplicate patient records
  • Insurance answers beyond the policy
Integration destination
Practice-management system โ€” no integration support is assumed for any supplier
Fallback coverage
Patient-access team, business hours only

Readiness question

Can the agent write appointments, or only read availability?