Platform
KeiDrive packages a vehicle-dynamics simulator with an ML training loop and an embedded inference path. The same models trained in simulation are deployed on dedicated controllers — without a cloud handoff.
Hardware focus — MR-fluid suspension
- Patent-filed actuation method for magnetorheological-fluid damping.
- Patent-filed control architecture pairing on-device ML with the actuator.
- Reference firmware on an industrial-MCU class part.
What partners get
Bench-validated reference designs, the patent stack, and a path to OEM integration. Specific patent IDs, claim text, and the ML method content are released under mutual NDA. Bring your vehicle model — KeiDrive brings the training loop and the controller.
cross-references