Topology optimization
5+ years of research
Physics-AI-powered motor design for next-generation electric drives.
There are more possible motor designs than stars in the galaxy. No engineer can search them by hand. Our Physics AI does.
Physics decides the shape.Never designed by hand.
100,000 designs.Not a few dozen.
5+ years of research.Not hype.
01 · Physics AI
Most AI works with words and images. Ours works with forces, heat and magnetic fields.
Physics 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 design of the machine itself. The method is called topology optimization: the computer searches for the shape of a part instead of a person drawing it.
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 to design electric drives.
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
Electric drive design
10+ years of research and industry
03 · Vision
Our goal: the leading Physics AI optimization for electric drives.
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. That is the hardest case in the drivetrain, which is why we started there and why the same search already carries the parts around it: coils, filters, actuators and generators answer to the same physics.
Almost everything that moves runs on a drive 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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