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Inside the data layer
Why physical AI industrialization changes everything beneath the model
Gartner defines physical AI with a simple test: if you can throw it out the window, it’s physical AI. As AI moves beyond data centers into vehicles, robotics, and industrial systems, the infrastructure beneath the models becomes critical. While Gartner highlights physical AI as a top 2026 trend, the real challenge Tuxera addresses is dependability. AI can tolerate probabilistic reasoning, but the physical world demands deterministic, resilient infrastructure with bulletproof data integrity for long operational lifecycles.
Steffan Schumacher ,
CEO, Tuxera
Inside the data layer
How data reliability will shape the future of software-defined vehicles
Data corruption in software-defined vehicles rarely causes immediate crashes.Data corruption in software-defined vehicles rarely causes immediate crashes. It surfaces months later as faulty logs, inconsistent configurations, or unexplained anomalies rooted in unreliable data persistence. As vehicles grow more data-driven, storage integrity is becoming a defining factor in performance, safety, and lifecycle cost.
Bernd Niedermeier ,
Head of Automotive Business Development, Tuxera
Inside the data layer
Tuxera’s NitroFS wins Best in Show award at embedded world 2026
Helsinki, March 9, 2026: Embedded Computing Design (a division of OpenSystems Media) has named Tuxera’s NitroFS file system a winner of its 2026 embedded world Best in Show Award. The award recognizes design excellence, performance, and market impact. “These are the best-in-class embedded systems and products on the market,” said Ken Briodagh, Editor-in-Chief of Embedded Computing Design.
Natives to the era of physical AI
For nearly 20 years, we’ve been perfecting the data layer for the arrival of physical AI. Data layer, that enables the most exciting new technological leap to enter the physical world.
For us, it’s a natural evolution. Our software runs in over 500 million devices. Some have even gone beyond the Moon.
Tools needed for a physical AI solution
Our products are the foundation of the physical AI data layer, ensuring mission-critical AI systems operate without failure in the physical world. From physical AI device to edge and cloud, we’ve got you covered. You’re welcome to take a look.
Talk with people behind the data layer
Since you’ve read this far, you’re probably interested in what’s going on in the world of physical AI. Let us uncover the secrets of the data layer to you. We dare you to push that button.
Collected recognitions
