← Case studies Ambient Sensing & Aging-in-Place
Privacy-first ambient awareness without camera theater
mmWave + UWB fusion for check-in and fall-risk context—dignity first, non-diagnostic by design.
Challenge
Aging-in-place products that lead with cameras lose trust. Products that lead with vague “AI detects falls” language invite liability and rejection from facilities.
Approach
- Lead with sensing modalities suited to privacy: mmWave and UWB, with optional LiDAR for install geometry.
- Frame outputs operationally: check-in suggested, elevated fall-risk context—not clinical diagnosis.
- Engineer for real facilities: multi-radar fusion, RF crosstalk, and install constraints.
- Separate R&D modalities from external pitch—customer and grant narratives stay disciplined.
Outcomes
- A story facilities and caregivers can accept.
- Technical risk reduced where it matters: signal integrity and deployment geometry.
- Clear boundary between product claims and research exploration.
What this demonstrates
mmWave · UWB · Multi-sensor fusion · Aging-in-place product strategy