Insights · Industry
Where industrial AI in automotive manufacturing is actually going — and what to ignore. Our reads on the market, the buyers, and the technology shifts that change the next five years.
3 posts
In ninety days, XPeng's G6 rolled off a Melaka line, MG started assembling the MGS5 a few bays over, and BYD's plant stalled in negotiation. The OEMs get the headlines. The Tier-1 and Tier-2 plants underneath get the variance.
Six weeks ago, Siemens, NVIDIA, and ABB turned agentic manufacturing into a product roadmap. We watched from a stamping plant in Klang. Here's what the announcements validated, and the part they don't reach.
Dashboards report. Decisions act. The gap between them is where Tier-1 and Tier-2 plants quietly burn their best engineering hours.
Book a 30-minute call. We'll come back with a short, plant-specific brief on where Foreman agents would land first.
