Capacity is spotted late.
Open time is discovered amid front-desk work, while possible matches live in a separate list and require manual comparison.
Dental practice / schedule capacity
Cancellations and unconfirmed appointments create open capacity. Staff manually compare tomorrow’s schedule with an approved recall list, then prepare outreach while also serving patients at the front desk.

The fix
Identify open appointment windows and unconfirmed visits from an approved schedule view.
Apply documented eligibility rules to an approved recall list without making clinical judgments.
Create a staff review queue with source context and an approved outreach draft.
Authorized staff choose the patient, verify details, and initiate communication through existing systems.
What better looks like
Open time is discovered amid front-desk work, while possible matches live in a separate list and require manual comparison.
Staff see approved schedule context, eligible options, and a prepared message—without a clinical decision or an automatic patient contact.
Time to identify gaps, staff review time, eligible-match accuracy, exceptions, and filled capacity against the real baseline.
Controls
Before launch
Begin with access, consent, eligibility, and human authority—not an automation shortcut.