Challenge
Detect early fall risk from gait dynamics while staying thin, washable-adjacent, and power-efficient enough for daily wear.
A connected insole with real-time AI and defensible IP, built end-to-end for a specialty healthcare provider.
Program arc
Architecture → commercial sample
System stack
Pressure array · IMU · BLE · on-device model · clinical workflow API
Capabilities

Challenge
Detect early fall risk from gait dynamics while staying thin, washable-adjacent, and power-efficient enough for daily wear.
Outcome
Commercial sample with on-device inference path, sensor fusion pipeline, and IP-ready architecture package.
What mattered
Senior engineer on the first call. NDA before technical detail. References available under NDA after qualification. Or start with a fixed-fee feasibility study.