OEMs and tier-ones on SAP, designed for the line.
Automotive has three sub-domains: the line, the supplier base, and the dealer network. Joule agents work the exception edges of each, where seconds and ppm errors compound into real cost.
SAP validated our first 20 Joule agents in early 2026. The library keeps growing. Below are the agents that land in automotive, plus concepts our agent factory can build next. See the full catalog
What each agent does on its own
Flags expedite, halt, or obsolescence with the action proposed per cluster. Critical when a JIT line is fed off MRP signal.
Triages PM notifications across body shop, paint, and assembly equipment.
Single buyer view of a supplier: spend, quality, delivery, financial signals, risk.
Detects overdue POs and surfaces reliability signals across supplier base.
Investigates inbound and outbound exceptions across plant warehouses.
Watches takt position vs sequenced kit arrival and drafts an expedite or sequence-swap when a kit is going to be late.
When a defect spikes at a supplier, contains the affected lots and impacted vehicles before they hit the customer.
Reads dealer service appointments and stock and drafts a replenishment order keyed to local demand.
Reads dealer claims, matches against warranty policy and labor-op codes, and drafts approval, denial, or info-request.
When a recall is issued, knows which VINs, which dealers, and which parts are needed where in hours.
01
6-12 months
A clean BTP platform with Integration Suite on it. The pattern that ran Lucid Motors at zero downtime.
See a case study02
6-9 months
Fiori apps on the line, SAP Digital Manufacturing connected, ready for the agents to plug in.
03
8-12 weeks
A Joule agent on one region or one product line, scoped to a single warranty category.
Pulled live from the Automotive tag on our portfolio. 3 engagements and counting.
Automotive
SAP AI Core
The automaker, SAP, and Mindset ran a joint Design Thinking workshop and BTP Hackathon at its headquarters. The cross-company team won with the Currency Revaluator, an AI-assisted app that turns a reactive, multi-day month-end FX reconciliation into proactive, single-screen anomaly detection.
SAP BTP Data & Analytics Business AI S/4HANA
Automotive
Cloud Foundry
Lucid Motors reached 50% faster integrations after Mindset moved 65 business-critical interfaces off SAP's deprecated CPI NEO, with zero downtime and zero defects at cut-over.
SAP BTP Integration Suite
Automotive
SAP Fiori
Mindset put two developer-trainers on-site for a week to give the carmaker's front-end and back-end teams the hands-on Fiori skills they needed to build their own applications.
SAP Fiori
Last updated May 2026
2026
Vehicle Management, dealer integration, and warranty workflows tightened with BDC and Joule.
GA 2026
Plant telemetry, quality signal, and supplier scorecards on one governed plane.
Sapphire 2026
Automotive plants are an early target industry for SAP-managed agent development.
Gavin Quinn
Founder & CEO
Joule & Agents
We promoted Jon Bragg to Chief Product Officer. Ten years of Fiori, BTP, and Joule work, and why product now leads how Mindset delivers.
Gavin Quinn
Founder & CEO
Joule & Agents
Bringing AI agents into a company isn't an architecture or governance problem. It's a design challenge, and it starts with who the agent reports to.
Jonathan Bragg
Chief Product Officer
Joule & Agents
Mindset is one of the first partners in SAP's Business AI Partner-Led Adoption program. What it funds, who qualifies, and how to get in.
Bring the real problem. We will spend a working day on it, with the people who will actually have to live with the answer.
