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Industries

Where electric drive optimization pays off first.

We start with the sectors where a better electric drive has the clearest effect: lower material use, higher performance, and a shorter path from concept to hardware.

Focus areas

Five sectors, one question worth solving.

The constraints differ from sector to sector, but the question stays the same: how do you get more performance from a drive while using less material to build it?

Today that means electric drives. The method itself is domain-agnostic: it needs a requirement, a geometry, and a physics model. It does not need the product to be a motor.

Mobility

Automotive

Traction motors have to hit several targets at once: a fixed cost per unit, limited installation space, high efficiency across the full drive cycle, and strict thermal limits.

Comparing variants early, before the tooling is defined, makes the trade-off between torque density, efficiency, and manufacturability visible while it can still be changed.

Talk to us about Automotive

Motion & control

Robotics

Joints and actuators need drives that are compact, light, and responsive, and they usually have to fit whatever space the mechanics leave behind.

Torque density, dynamics, and efficiency work against each other here. A search finds the best balance instead of settling it by estimate.

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Flight

Aerospace

Low mass and high reliability come first, and there are few easy ways to remove heat once the design is fixed.

Small savings in weight or efficiency rarely stay local. They move cooling, range, and payload across the whole aircraft. That is what makes early design work pay.

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Manufacturing

Industrial drives

Industrial machines run across a wide range of operating points and duty cycles, and every application arrives with its own cost target.

Rather than starting over each time, a data-driven search adapts a proven concept quickly and removes material where the duty cycle does not need it.

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Power

Energy & generation

Generators are built to run for decades, so reliability and durable material choices matter more than a last percent of efficiency.

Comparing topologies and materials while the concept can still move is where most of the long-term value gets decided.

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Where does your drive fit?

The five above are where a better electric drive has the clearest effect. The method does not care about the label on your product: if your drive has to do more while using less material, it is worth half an hour.

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