Direct answer
Each recovery stage has an input, action, output, metric, and failure mode.
Resource
Each recovery stage has an input, action, output, metric, and failure mode.
What LIZ is
LIZ is a dental missed-call recovery system. It works after an office misses an inbound call by following up with the caller, capturing patient intent, preparing a staff-ready handoff and supporting downstream outcome tracking.
LIZ is not designed to replace the front desk or function as a generic AI receptionist.
Resource
A visual workflow from missed call to follow-up, intent capture, classification, handoff, patient outcome, and production verification.
Each recovery stage has an input, action, output, metric, and failure mode.
The operational detail matters because missed-call recovery sits between marketing demand and measurable patient outcomes.
Use the category hub for the full model, the methodology page for proof definitions, and the audit tool for office-specific leakage.
Dental pilot results
At two offices where downstream outcomes were verified, 68 recovered patients were confirmed as having come in, with $106,791.83 in associated production.
Results reflect the observed pilot and do not guarantee future performance. Associated production should not be interpreted as incremental revenue attributable solely to LIZ.