Nvidia and Siemens Revolutionize Factories with 'Industrial AI OS'—Entering the Era Where Digital Twins 'Think'
Nvidia and Siemens Revolutionize Factories with 'Industrial AI OS'—Entering the Era Where Digital Twins 'Think'
At CES 2026, Nvidia and Siemens announced a significant expansion of their strategic partnership. The two companies are aiming for an 'Industrial AI Operating System'—a fundamental transformation of manufacturing where AI controls the entire factory.
What is an 'Industrial AI OS'?
Siemens CEO Roland Busch stated the following:
'We are building an Industrial AI OS. We are redefining how we design, build, and operate the physical world, scaling AI to make an impact on the real world.'
Nvidia CEO Jensen Huang also responded:
'Generative AI and accelerated computing have sparked a new industrial revolution. Digital twins are transforming from passive simulations into active intelligence for the physical world.'
Digital Twins That 'Think'
Traditional digital twins (virtual copies of factories) only reflected reality. In the new system, AI functions as the 'brain'.
Mechanism:
Create a digital twin of the entire factory using Siemens software
Build a virtual space using Nvidia Omniverse and AI infrastructure
AI continuously analyzes the digital twin
Test improvement proposals in the virtual environment
Apply verified changes to the actual factory
In other words, you can perform trial and error in a virtual space as many times as you like without stopping the factory.
'AI Factory' to Launch in Germany in 2026
The two companies are aiming to build the world's first 'fully AI-driven, adaptive manufacturing facility'.
First factory: Siemens electronics factory in Erlangen, Germany (starting in 2026)
The 'blueprint' developed through this project will optimize high-density computing, power, cooling, and automation, and will be provided in a format that can be deployed to other factories.
Proven Success at PepsiCo—Detecting 90% of Issues in Advance
Practical application is already underway. PepsiCo has implemented the 'Digital Twin Composer' at its U.S. factories.
Results:
Identified 90% of potential issues before physical changes were made
20% increase in throughput upon initial implementation
Siemens plans to make the 'Digital Twin Composer' generally available on the 'Siemens Xcelerator Marketplace' by mid-2026.
Division of Roles Between the Two Companies
| Nvidia | Siemens |
| -------------------------- | ------------------------------ |
| Provision of AI infrastructure | Deployment of hundreds of industrial AI experts |
| Simulation libraries | Provision of hardware and software |
| AI models and frameworks | Industrial know-how |
| Blueprint design | Implementation and operational support |
Summary
'Physical AI'—the era where AI moves the physical world, not just the virtual one, is beginning. The Nvidia and Siemens industrial AI OS is an attempt to entrust the design, operation, and optimization of factories entirely to AI. If the demonstration in Germany in 2026 is successful, it has the potential to transform manufacturing industries worldwide.