Dispatch AI forautomotive service lanes.
Automotive dealerships were struggling with underutilized service bays, manual dispatcher workflows, and declining customer satisfaction scores. CloudMotiv's Dispatch AI deploys an autonomous agentic layer over service operations — intelligently orchestrating bay assignments, repair order prioritization, and technician utilization in real time, all on a private data foundation with zero third-party exposure.
Before and after Dispatch AI
Manual dispatch throttled the service lane. Here's what flipped when intelligence took over the bay board.
- Bays sat empty while ROs piled up
- Dispatchers juggled clipboards and tribal knowledge
- CSI scores slipped every time wait times grew
- DMS data stuck inside the DMS, invisible to planning
- Autonomous dispatcher assigns every RO in real time
- Predictive scheduling learns from years of service history
- Service advisors shift to customer-facing, high-value work
- DMS vectors power the whole workflow — privately, on-prem
DMS data stays in the dealership.
DMS records and RO history feed a private vector store. The dispatch agent assigns bays, sequences repair orders, and routes technicians — all on your own infrastructure, zero third-party exposure.
Three levers, moving together.
Utilization, revenue, and satisfaction — each one measured inside the dealership, on the dealership's own data, with zero third-party calls.
Three phases. Zero surprises.
From DMS-grounded private vectors to autonomous dispatcher — delivered as a single intelligent system your service manager can trust from day one.
- P-01
Private Data Foundation
- Private vector store built on DMS, RO history & technician performance data
- No operational data shared with external model providers
- Secure embeddings refreshed on configurable schedules
- Full data residency within dealership infrastructure
- P-02
AI Approach
- Autonomous AI dispatcher for real-time bay assignment & RO sequencing
- Predictive scheduling models trained on private service history
- Natural language interface over service lane dashboards
- Continuous model updates on refreshed DMS embeddings
- P-03
Outcomes
- Bay utilization rate significantly improved — more ROs completed per shift
- Revenue per bay and per repair order measurably increased
- Customer Satisfaction Index (CSI) scores improved through faster, transparent service
- Service advisors shifted from reactive dispatching to customer-facing value work
Dispatch AI — agentic service ops, on your DMS, in your walls.
Book a 30-minute demo. We'll show how Dispatch AI orchestrates bay assignments, sequences repair orders, and lifts CSI without touching a public LLM.