Overall data confidence
55%
Weighted across hygiene, treatment, appointments, and providers
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Dental Revenue Leakage Validation Workspace v0.1
Today starts with trust, then a short queue.
Synthetic demonstration data only. The workspace validates recall, treatment, and broken appointment opportunities before assigning follow-up.
Synthetic-data labelData as of Jun 20, 2026, 9:30 AM
Synthetic demonstration
No real patient information, no live PMS integration, no public PHI upload, and no guaranteed revenue.
Verified open opportunities
81
After unreliable records are excluded or quarantined
Assigned today
12
Synthetic follow-up owners assigned
Overdue follow-ups
2
Still open after due date
Confidence by Workflow
Hygiene
83 recall records
48% confidence48
19 validation findings attached
Treatment
34 treatment items
48% confidence48
37 validation findings attached
Appointments
54 appointments
48% confidence48
28 validation findings attached
Providers
6 providers
75% confidence75
3 validation findings attached
End-of-Day Pulse
Completed today
2
Attempted
9
Reached
3
Manager review
1
Critical Data Findings
ERRORAppointments
Completed appointment has no completed procedures.
Source: synthetic-appointments.csv row 14 (appointment-clean-14)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Source: synthetic-appointments.csv row 17 (appointment-clean-17)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Source: synthetic-appointments.csv row 20 (appointment-clean-20)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Source: synthetic-appointments.csv row 23 (appointment-clean-23)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Source: synthetic-appointments.csv row 26 (appointment-clean-26)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Source: synthetic-appointments.csv row 29 (appointment-clean-29)
Status: Quarantine before action