Topology optimization
5+ years of research
Neuraway AI · Berlin
More designs than stars in the galaxy. No human can search them. Our Physical AI can.
Neuraway AI is a deep-tech company from Berlin. We were founded with one goal: to reinvent engineering with AI.
Physics decides the shape.Never designed by hand.
100,000 designs.Not a few dozen.
5+ years of research.Not hype.
01 · Physical AI
Most AI works with words and images. Ours works with forces, heat and magnetic fields.
Physical AI is AI that deals with the physical world. Its best-known form is machines that act in it, like robots and self-driving cars, trained largely in simulation because reality cannot supply enough data. We take that route to a different end. Instead of teaching a machine how to move, we automate the work that designs the machine itself. That work is topology optimization: a search for the shape of a part, run by the computer instead of drawn by a person.
Until now a part could only be as good as the shapes someone had time to draw. Everything else that was possible was never rejected. It was never looked at.
Years of research lifted that limit: our topology optimization is now ready for industrial use, and our methods process large datasets automatically.
Data trains the models. Models make the search fast. The search finds shapes never designed before. Every search feeds the next.
02 · Our technologies
Three domains stack up to a completely new way of engineering.
Two technologies, and the engineering judgment that decides what gets built. Each field is carried by one of the founders.
AI modeling of physical systems
5+ years of research
Industrial-grade products, e.g. electric drives
10+ years of research and industry
03 · Vision
Our goal: the leading Physical AI optimization for industrial-grade products.
A motor is magnetic, thermal and mechanical at once. Optimizing one of these alone gives the wrong answer, so our platform searches all three together. Coils, filters, actuators and generators obey the same physics, so the same search applies to them. Motors come first because that is our research and because they are the hardest case.
Nearly every product for a modern world contains a component we can optimize.
04 · What it is worth
Less material, higher efficiency, faster to market.
Less material
Same torque, less copper. Less electrical steel, fewer rare-earth magnets. In parts stamped a million times over.
Efficiency that compounds
Won once in design, paid back every hour the machine runs, for the decades it stays in service.
Speed
Weeks instead of quarters. That is the difference between electrifying this decade and the next.
Start a conversation
Half an hour with the people building it.
Whether you are looking at us as a partner, an investor, or somewhere to work, the fastest way to judge this company is to talk to the founders directly.
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