Siemens and NVIDIA are building the Industrial AI operating system for the physical world. With a partnership focused on industrial AI, digital twins, and AI infrastructure, we are transforming industries, buildings and grids, and transportation systems end to end.Together, we are turning the promise of AI into real-world performance: increased efficiency across the industrial and infrastructure lifecycle. Deeper collaboration between humans and machines. And better, faster decision-making based on real-time data.Siemens’ Electronic Design Automation (EDA) tools, along with the agentic capabilities of Fuse, on NVIDIA GPUs, we significantly accelerate the development of those very GPUs. We are also integrating NVIDIA CUDA-X libraries, Physics NeMo, and Nemotron into our EDA stack to enable AI-native chip design, verification, and manufacturing readiness. The result: shorter design cycles, greater yields, and more reliable outcomes.Siemens’ design and simulation portfolio on NVIDIA’s GPUs shortens design cycles, accelerates complex simulations, and improves yield while reducing energy consumption. And by layering an AI brain on top of industrial software and software-defined automation, we enable AI-driven adaptive manufacturing, where digital twins can be continually optimized and validated insights can be translated into real-world changes.As AI workloads grow, data centers are evolving into AI factories – where power, automation, and digital infrastructure must work together seamlessly to deliver performance, efficiency, and resiliency. We are co-creating the reference architecture for gigawatt-scale AI infrastructure, maximizing tokens per watt and setting the standard for how AI is powered, automated, and deployed globally.Siemens and NVIDIA use our respective offerings to accelerate and optimize each other’s operations, acting as a mutual customer zero. After demonstrating concrete proof of impact and scalability, we bring those offerings to our customers across industries. Among the innovations we’re working toward: autonomous digital twins that deliver real-time engineering and optimization without human intervention.Siemens and NVIDIA consolidate data and simulate performance before a prototype is built. Leveraging NVIDIA Omniverse, our Digital Twin Composer connects insights to real-time data, enabling updated twins to influence machine behavior.Meet the Digital Twin ComposerSiemens and NVIDIA consolidate data and simulate performance before a prototype is built. Leveraging NVIDIA Omniverse, our Digital Twin Composer connects insights to real-time data, enabling updated twins to influence machine behavior.Siemens and NVIDIA to transform its supply chain operations. Using our Digital Twin Composer, the company is reconfiguring its facilities to meet rapidly evolving consumer demands, without changing its physical footprint.Read moreSiemens and NVIDIA to transform its supply chain operations. Using our Digital Twin Composer, the company is reconfiguring its facilities to meet rapidly evolving consumer demands, without changing its physical footprint.Siemens technology to build a state-of-the-art robotic facility for manufacturing NVIDIA’s AI infrastructure. This collaboration includes digital twins to optimize layouts and validate designs using NVIDIA Omniverse before construction begins.Read moreSiemens technology to build a state-of-the-art robotic facility for manufacturing NVIDIA’s AI infrastructure. This collaboration includes digital twins to optimize layouts and validate designs using NVIDIA Omniverse before construction begins.