AI agents for automakers and EV manufacturers — from battery strategy and plant quality to OTA updates, dealer networks, and aftermarket. Each agent carries the automotive ontology and leaves the decision with the engineer who owns it.
19 specialized automotive agents across EV strategy, manufacturing quality, supply chain, dealer networks, and aftermarket. Built on 26 industry modules (2 runtime-wired today) with 700+ AI agents.
Going electric means new battery supply chains, charging strategy, software-defined vehicles, and a dealer network that has never sold an EV. Every quarter of delay compounds against you.
A single field failure can escalate into a recall and lasting brand damage. APQP, PPAP, and 8D containment are paperwork-heavy and slow — exactly when they need to be fast.
Tier-1 disruptions, battery-cell shortages, and chip constraints ripple straight to the plant floor. Supplier quality and resilience are still managed in spreadsheets.
Dealer profitability, warranty cost, and parts inventory are managed reactively. Aftermarket — your highest-margin business — stays underexploited.
Scoped deliverable
We map one high-value automotive workflow together — typically EV transition strategy, plant quality, or warranty analytics. You see how an agent would be configured against your systems and your data model.
Scoped per deliverable
Expand from one agent to a team. Bring the VP Quality Agent into the APQP and 8D workflow. Put the EV Strategy Expert into program planning. Your engineers work alongside us the whole way.
Scoped per deliverable
The whole automotive module, designed for deployment inside your perimeter — agents across engineering, manufacturing, supply chain, and dealer operations.
Two of the 19 agents in the automotive module
The Electrification Navigator
I help you... plan the battery supply chain, charging infrastructure, and software-defined vehicle roadmap for a profitable EV transition.
Who stays accountable
The agent lays out the options — cell chemistry, sourcing, platform sequencing — with the assumptions behind each one visible. Your program lead decides which bet the company takes.
The Zero-Defect Guardian
I help you... hold APQP, PPAP, and 8D containment in one structured place — so a quality escape is visible while there is still time to act on it.
Who stays accountable
The agent assembles the evidence for APQP sign-off and 8D closure and shows its working. A human quality director approves every containment and every release.
More agents available: OEM Expert, Tier-1 Expert, Mobility Expert, VP Manufacturing, VP Supply Chain, Dealer Principal, Service Manager, Launch Engineer, and more.
The workflows the automotive module models today. What comes of them depends on your data, your process, and the people who own the decision.
| Area | What the agents do |
|---|---|
| Warranty & Field Quality | Reads warranty claims, field failures, and plant signals against one failure-mode model, and surfaces the patterns a reliability engineer should look at first |
| Plant Performance | Tracks downtime by line, station, and cause code, and drafts the kaizen case for a plant manager to accept, amend, or reject |
| Recall Containment | Carries the 8D structure end to end — problem definition, containment, root cause, verification — and keeps the supplier escalation trail in one place |
| EV Programs | Models battery sourcing, cell chemistry, charging strategy, and ICE-to-EV platform sequencing so a program lead can compare the options side by side |
| Supplier Quality | Encodes PPAP submission levels and supplier development plans, and keeps PPM history and corrective actions in one traceable place |
| Dealer & Aftermarket | Models dealer-network economics, parts inventory, and service capacity for the network team that owns the decision |
Designed to read from your MES, PLM, DMS, and quality systems.
Book a Discovery Workshop. We map one automotive workflow with your team, show you how the agents would be configured against your systems, and leave you a written go/no-go. Fixed fee in the scoped proposal.