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Siemens, a German industrial know-how firm targeted on automation, electrification, and industrial software program, and NVIDIA, a U.S.-based developer of GPUs and AI computing platforms, have introduced an growth of their strategic partnership centered on industrial synthetic intelligence. In line with the businesses, the collaboration combines NVIDIA’s AI computing platforms with Siemens’ industrial software program and {hardware} to assist AI-enabled industrial methods.
Underneath the expanded partnership, the U.S. chipmaker will present AI infrastructure, simulation libraries, fashions, frameworks, and reference blueprints. Siemens will contribute industrial {hardware}, software program platforms, and groups of business AI specialists. In line with the announcement, the hassle applies AI inside bodily industrial environments, together with manufacturing operations and industrial workflows.
“Collectively, we’re constructing the Industrial AI working system — redefining how the bodily world is designed, constructed and run — to scale AI and create real-world influence,” mentioned Roland Busch, President and CEO of Siemens AG. “By combining NVIDIA’s management in accelerated computing and AI platforms with Siemens’ main {hardware}, software program, industrial AI and information, we’re empowering prospects to develop merchandise quicker with probably the most complete digital twins, adapt manufacturing in actual time and speed up applied sciences from chips to AI factories.”
Jensen Huang, founder and CEO of NVIDIA, described the position of AI and simulation in industrial methods. “Generative AI and accelerated computing have ignited a brand new industrial revolution, reworking digital twins from passive simulations into the energetic intelligence of the bodily world,” Huang mentioned. “Our partnership with Siemens fuses the world’s main industrial software program with NVIDIA’s full-stack AI platform to shut the hole between concepts and actuality.”

Huang has beforehand described the appliance of generative AI to robotics and automation as a major inflection level. “The ChatGPT second for robotics is right here,” mentioned Jensen Huang in an interview cited by The Economist.
Manufacturing methods and digital twins
Work below the expanded collaboration consists of AI-enabled manufacturing methods that mix industrial software program, automation, and simulation. In line with the businesses, these methods use digital twins alongside software-defined automation and industrial operations software program, built-in with NVIDIA Omniverse libraries and NVIDIA AI infrastructure.
A reference implementation is deliberate for 2026 at Siemens’ Electronics Manufacturing unit in Erlangen, Germany. Siemens said that the location will function a reference for making use of AI-enabled manufacturing applied sciences inside an operational manufacturing surroundings.
A number of industrial firms are evaluating components of the expanded collaboration, together with Foxconn, an electronics manufacturing providers supplier; HD Hyundai, which operates in shipbuilding and heavy business; KION Group, a producer of business vehicles and automation methods; and PepsiCo, a multinational meals and beverage producer.


Simulation and AI fashions
As a part of the partnership growth, Siemens will full GPU acceleration throughout its simulation software program portfolio. Assist for NVIDIA CUDA-X libraries and AI-based physics fashions will probably be expanded throughout Siemens simulation instruments, enabling execution of bigger simulation workloads utilizing GPU computing.
The businesses additionally said that NVIDIA PhysicsNeMo fashions and open AI frameworks will probably be utilized in simulation workflows. In line with the announcement, these fashions are utilized inside digital twin environments used for engineering evaluation and system optimization.
Joint growth below the partnership additionally features a standardized blueprint for AI manufacturing facility infrastructure addressing energy distribution, cooling, automation, and power effectivity necessities related to high-density AI computing environments. This work combines NVIDIA’s AI platform roadmap, infrastructure experience, and Omniverse-based simulation instruments with Siemens’ capabilities in electrification, energy infrastructure, grid integration, automation, and digital twins.


Each firms said that applied sciences developed below the partnership will probably be deployed internally previous to broader buyer availability.
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Featured picture exhibits Siemens and NVIDIA are increasing their strategic collaboration. Picture through NVIDIA.
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