Closed-loop operations
Patient Recovery Engine
Human approval required
Recovery intelligence

Turn a cancelled chair slot into a ranked recovery workflow.

Sitora detects unused capacity, finds patients with legitimate treatment intent, ranks likely matches and prepares outreach. A human still approves the contact and booking workflow.

Modeled monthly impact
SAR 96k
Illustrative recovered production from refill + accepted-treatment recovery
Open slots
14
Matched patients
46
Predicted fill
63%
Capacity signal
Guardrails
Only patients with an existing care relationship or valid operational basis enter the queue.
Clinical urgency is never inferred by the LLM.
Contact preferences and channel permissions are respected.
No outbound message is sent without human approval in this prototype.
Ranked patient matches
For Today · 17:30 · Chair 3
Synthetic demo
Prepared workflow
Maha A. · Crown
Message preview

Hello Maha, Noura Dental Group has an appointment available with your care team at today · 17:30. If you would like us to reserve it for you, please reply YES. No clinical information is included in this message.

Workflow status
Awaiting human approval