Target to define — Better prepare shop intakes.
Possible deployment — Pre-qualification + parts / symptom checklist before vehicle arrival.
Qualify services and breakdowns, speed shop planning and client relationships — on your business tools.

Service, breakdown, quote: without triage, the shop loses time.
Surprises and client follow-ups scramble the day.
Service knowledge sits in the DMS, barely actionable.
Illustrative scenarios — every deployment is scoped with signed KPIs before production.
Target to define — Better prepare shop intakes.
Possible deployment — Pre-qualification + parts / symptom checklist before vehicle arrival.
Target to define — Answer faster without blocking the line.
Possible deployment — FAQ / booking agent with escalation to the advisor.
Target to define — Prioritize waiting vehicles without manually chasing clients.
Possible deployment — Smart waiting queue: parts status, prepared SMS/email and approval before send.
We start from your stack; integration is a deliverable, not a marketing option.
No. It prepares; diagnosis and accountability stay human.
Yes. Time grids, diagnostic procedures and quoting rules transfer to workshops; technicians always validate before client send.
In one hour, we frame repetitive work, data constraints and the gains to measure — with a partner, not a salesperson.