Automotive playbook
Hybrid by design: the genie knows when to hand off
Voice AI is not about replacing your service advisors. It handles the always-on, repetitive intake and hands the complex quotes and judgement calls to a person, with the vehicle, issue, and history already captured.
- Customers hate repeating the whole story to a second person
- Context gets lost between an answering service and your advisors
- Some quotes genuinely need an advisor, and callers can tell when they are stuck
- Escalations with no notes waste advisor time on the callback
Handoff is routing: the genie answers every call, then sends the right conversations to a service advisor.
A handoff that carries the context
The whole point of hybrid AI plus human is that the advisor who picks up already knows the car and the problem. Your genie decides when to escalate based on your rules, then passes the vehicle, the issue, and everything captured so far, so the customer never starts over.
When it hands off to a service advisor
- •A complex quote or diagnosis that needs your advisor to weigh in
- •A high-value or sensitive repair where a person adds trust
- •Anything outside its knowledge base or your service rules
- •A caller who simply asks to speak to a person
Everything the genie could not resolve arrives as a captured lead, so even an after-hours escalation reaches your advisors as a clean note rather than a missed call. This is the split shown in the architecture guide: the genie owns the repetitive work, your team keeps the judgement. It pairs naturally with after-hours service booking and parts and status FAQ.
The other workflows
After-hours service booking Answer the call after the counter closes, capture the vehicle and issue, and book the service. 
Service appointment intake Collect the vehicle, the issue, and the VIN, then drop the appointment straight into the DMS. 
Trade-in and sales enquiry capture Capture every sales and trade-in enquiry with the details that matter and route it to the right desk. 
Parts, pricing, hours, and service status Answer "is my car ready", parts, pricing, and hours instantly so the counter stops drowning in calls. See how it hands off
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