Cancellation Recovery Agent
Turn a cancellation into a controlled fill workflow.
Open chair time triggers an immediate and measurable recovery process.
Matches newly open time with suitable patients from approved lists, manages outreach in small batches, and stops once the slot is filled.
What it sees, decides, and does.
An appointment is cancelled or a usable opening appears in the schedule.
- Opening length and provider
- Approved patient lists
- Scheduling constraints
- Contact preference and prior attempts
- Which approved patients fit the opening
- Outreach order and batch size
- When to pause outreach
- When the opening needs staff attention
- Create a ranked outreach batch
- Send an approved availability message
- Track replies and interest
- Alert staff when a patient is ready to book
The agent knows when to stop.
These boundaries belong in the scope, tests, permissions, and operating log. They are not a disclaimer added after the build.
A person reviews
- Final fit for complex procedures
- Clinical scheduling restrictions
- Multiple patients requesting the same time
- Changes to treatment or provider
The agent escalates
- Opening changes after outreach begins
- No suitable patient in the approved list
- Patient reply is ambiguous
- Required scheduling data is missing
Outside the agent’s authority
- Decide clinical appointment suitability
- Expose treatment information in outreach
- Double-book a slot
- Promise an appointment before final validation
Measure the job, not the novelty.
The workflow may still need a virtual assistant.
Use for the predictable path.
Monitoring, structured checks, approved messages, routing, logging, and repeated follow-up.
Use for context and conversation.
Ambiguous responses, relationship work, judgment, persuasion, and exceptions that change from case to case.
Let the agent build the queue.
The agent handles the predictable path. A trained person receives a clean exception list with the context needed to finish the work.
Why this workflow matters.
Sources support the operating need and safety boundary. They do not prove that every practice should build this agent.
ADA: Minimizing Cancelled Appointments
Cancellation workflows should protect privacy and move directly into rescheduling.
Open sourceADA: Appointment Confirmations
Consistent confirmation and contact processes support schedule reliability.
Open sourceBring us the recurring job.
We will map it, test the alternatives, and define what an agent should own only if an agent is the right answer.
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