Siemens, Nvidia expand AI partnership for industrial use

Siemens and Nvidia have expanded their partnership to develop new AI solutions for industrial applications, announced at CES.

The companies plan to create an AI-powered operating system for industries, covering design, manufacturing, and supply chains.

The collaboration includes an AI-accelerated portfolio for electronic design, simulation, and adaptive manufacturing.

The first fully AI-driven manufacturing site will be built in Erlangen, Germany, starting in 2026.

Siemens will integrate Nvidia’s GPU technologies and AI libraries into its simulation and electronic design tools.

The partnership aims to speed up product development and improve efficiency using digital twins and AI-driven automation.

🔗 Source: Nvidia

🧠 Food for thought

Implications, context, and why it matters.

Siemens and Nvidia expanded their partnership at CES, yet neither shared contract values, revenue targets, or deployment dates 1. They set 2026 at Siemens Electronics Factory in Erlangen, Germany as first blueprint, while Foxconn and PepsiCo are “evaluating” without detail on paid pilots or committed spend 1.
Work since 2022 centered on proof-of-concepts like FREYR Battery’s digital twin (a virtual replica of a physical system) 2 and HD Hyundai’s visualization tools (from the industrial conglomerate) 3 yet it offers no path to SKUs (stock-keeping units) or general availability dates so revenue impact is unclear without pricing or costs or a customer plan.

Linking Siemens Xcelerator (Siemens’ portfolio of industrial software with services) with Nvidia Omniverse (a 3D simulation plus collaboration platform for building digital twins) 3 will spur partners to build digital twins and AI workflows connecting shopfloor (factory-floor) operations to the cloud.
Firms implementing manufacturing execution systems (software that manages production on the factory floor), industrial Internet of Things (IoT) connectivity, or edge computing (processing data near where it is generated) can get certified; AWS IoT TwinMaker (an Amazon Web Services tool for building digital twins) integrated with the FREYR Battery project 2.
Independent software vendors can build tools like predictive maintenance and quality control AI to tap Siemens’ industrial base. Early movers with reference architectures in automotive, semiconductor, or process manufacturing can earn integration margins before commoditization.