Implementation guide · Follow-Up & Automation Systems
A prospective or existing patient contacts the practice while the front desk is helping people in the clinic. The administrative path must identify the reason for contact, preserve privacy, offer an approved next step, and send clinical questions to the dental team. This guide isolates how ai business automation should behave at that moment rather than treating the entire operation as one automation project. Move one defined customer event through records, routing, communication, and task ownership while preserving permissions and an observable failure path. For this dental practice, the job must use the practice or firm's approved language, records, ownership, and professional boundaries.
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Move one defined customer event through records, routing, communication, and task ownership while preserving permissions and an observable failure path. For this dental practice, the job must use the practice or firm's approved language, records, ownership, and professional boundaries. The dental team retains diagnosis, treatment recommendations, clinical urgency, patient eligibility, insurance interpretation, and every care decision. The configured system may support only approved administrative response, intake, scheduling, routing, and follow-up.
Run one de-identified or synthetic patient-access inquiry through the configured path and verify that one normal event and one duplicate or failed event produce the expected records, customer communication, owner alert, and recoverable state. Record the expected state, actual state, exception owner, and corrective action before release. Do not release or continue the automated path when a clinical, urgent, privacy-sensitive, or insurance-specific question cannot be handled by the approved administrative path, or when the event contract, permission boundary, duplicate handling, failure alert, or recovery owner is undefined. Preserve the record and route the case to the named human owner.
Review one recent patient-access record from first contact through appointment, staff escalation, or documented closure. For Automation Systems, also inspect event logs, resulting records, duplicate handling, alerts, recovery notes, and customer-facing outputs for the test cases. This is an implementation control, not a performance claim. Validate it with the business's own recent records, approved policies, synthetic or de-identified test cases, and named human reviewers before release.
Implementation control sheet
Move one defined customer event through records, routing, communication, and task ownership while preserving permissions and an observable failure path. For this dental practice, the job must use the practice or firm's approved language, records, ownership, and professional boundaries.
| Control | Release requirement |
|---|---|
| Required operating inputs |
|
| Release acceptance test | Run one de-identified or synthetic patient-access inquiry through the configured path and verify that one normal event and one duplicate or failed event produce the expected records, customer communication, owner alert, and recoverable state. Record the expected state, actual state, exception owner, and corrective action before release. |
| Stop condition | Do not release or continue the automated path when a clinical, urgent, privacy-sensitive, or insurance-specific question cannot be handled by the approved administrative path, or when the event contract, permission boundary, duplicate handling, failure alert, or recovery owner is undefined. Preserve the record and route the case to the named human owner. |
| Human boundary | The dental team retains diagnosis, treatment recommendations, clinical urgency, patient eligibility, insurance interpretation, and every care decision. The configured system may support only approved administrative response, intake, scheduling, routing, and follow-up. |
Approved service, location, scheduling, privacy, and escalation rules The practice-management record and staff owner for each booking exception Trigger, allowed payload, source and destination records, permissions, and idempotency rule Retry, timeout, duplicate, alert, recovery, audit, and rollback ownership
The dental team retains diagnosis, treatment recommendations, clinical urgency, patient eligibility, insurance interpretation, and every care decision. The configured system may support only approved administrative response, intake, scheduling, routing, and follow-up.
Run one de-identified or synthetic patient-access inquiry through the configured path and verify that one normal event and one duplicate or failed event produce the expected records, customer communication, owner alert, and recoverable state. Record the expected state, actual state, exception owner, and corrective action before release. This is an implementation control, not a performance claim. Validate it with the business's own recent records, approved policies, synthetic or de-identified test cases, and named human reviewers before release.