AI Agents for Automotive
Connected Intelligence Across Vehicles, Service, and Ownership
We engineer agents for vehicle discovery, service intake, maintenance coordination, parts information, fleet operations, and owner support — connected to the systems your dealership or fleet already runs, with technicians and advisors holding every decision that matters.
01
Operating Context
Automotive retail and service runs on exact data. A towing-capacity question has one right answer per trim; a part either fits a VIN or it does not; a service bay has capacity on Thursday or it is booked. That data is real, but it is scattered — across a dealer-management system, a service scheduler, a parts catalogue, a CRM, and a fleet platform that rarely share a record cleanly. Staff absorb the gap by re-keying, cross-checking, and calling each other.
This is the environment agents are built for: high-volume retrieval and coordination with a clear right answer, wrapped around decisions that must stay human. Identifying the vehicle, pulling its history, checking fitment, holding a slot, writing the update back — an agent handles the mechanics. What is wrong with the car, what it costs, and whether a claim stands remain with technicians and advisors.
We engineer that boundary deliberately. Every agent we ship for dealerships, workshops, and fleet operators works from approved data sources, writes to systems only with permission, and hands a structured brief to the person who decides.
02
Operational Challenges
Where the Work Slows Down
Specification-Heavy Enquiries
Buyers ask about towing capacity, trim differences, drivetrain options, and model-year changes — questions with exact answers buried in spec sheets that sales staff answer from memory or not at all.
Appointment Coordination
Matching the work required to bay capacity, technician skills, loaner availability, and the customer's calendar takes multiple calls and emails per booking, and no-shows follow when it drags.
Incomplete Service Descriptions
"It makes a noise when I turn" arrives with no speed, no conditions, and no history attached. Technicians burn diagnostic time recovering context the intake process should have captured.
Parts Compatibility
Fitment shifts by VIN, trim, and production date, and a part ordered from the wrong supersession chain stalls the bay and sours the customer. Counter staff carry that risk on every lookup.
Fleet Maintenance Scheduling
Every vehicle in a fleet runs on its own service interval, utilization curve, and inspection deadline. Keeping them all maintained without pulling too many off the road at once is a standing scheduling puzzle.
Fragmented Owner Communication
Recall notices, service reminders, and warranty updates reach owners through disconnected channels — or not at all — and nobody holds the full conversation history when the owner finally calls.
03
Purpose-Built Agents
Six Agents Designed Around This Work
01
Vehicle Discovery Agent
Helps buyers narrow a full inventory to a grounded shortlist by matching their stated needs against verified specification data rather than listing copy.
dealer-management system, inventory, vehicle data, CRM, messaging
Pricing, financing terms, and trade-in valuations are always presented by a sales advisor — the agent shares specifications and availability, nothing commercial.
02
Service Booking Agent
Coordinates service appointments end to end, matching the work required to bay capacity, technician skills, and the customer's calendar.
service scheduler, dealer-management system, CRM, messaging
Any change to promised scope, cost, or timing beyond the original booking goes to a service advisor before the customer hears it.
03
Diagnostic Intake Agent
Turns a vague fault report into a structured intake brief so technicians start with symptoms, history, and recall context instead of a blank work order.
dealer-management system, vehicle data, service scheduler, messaging
Every intake brief is a starting point for a qualified technician, never a diagnosis, and safety-related symptoms trigger an immediate advisor callback.
04
Parts Compatibility Agent
Answers fitment questions by resolving a specific VIN against approved parts-catalogue data before any order is placed.
parts catalogue, inventory, dealer-management system, vehicle data
Ambiguous fitment and orders above a set value threshold require a parts specialist's sign-off before anything is ordered.
05
Fleet Operations Agent
Keeps a multi-vehicle maintenance calendar coherent by tracking service intervals, utilization, and downtime windows across the entire roster.
fleet platform, service scheduler, vehicle data, dealer-management system
The fleet manager approves each proposed schedule before bookings are placed and can defer or reprioritize any vehicle at any time — the agent executes only the approved plan.
06
Owner Support Agent
Gives owners one consistent channel for questions about their specific vehicle — warranty status, recalls, feature how-tos, and service reminders.
CRM, vehicle data, dealer-management system, messaging
Warranty claim decisions, goodwill gestures, and complaint resolutions rest with named human staff — the agent prepares the file and hands it over.
04
Example Workflow
One Request, End to End
05
Systems Landscape
Connected to the Systems That Run the Work
06
Human Control & Governance
Technicians Decide. Agents Prepare.
Safety and repair decisions remain with qualified technicians — agents assemble context, they do not draw conclusions. Compatibility and specification data comes exclusively from approved catalogues and manufacturer sources, never from open-web guesswork. Every retrieval, write-back, and handoff is logged, so you can trace any answer to its source and any action to its approval.
07
Questions
Frequently Asked Questions
Start With One Workflow
Pick the process that consumes the most hours in your operation — service booking, fitment enquiries, fleet scheduling. We will map it end to end with you: the systems it touches, the data boundaries it needs, and exactly where your people stay in charge. Then you decide whether to build.