Hospitality · Frontier
ShelfPulse — stockout and planogram-change detection
Knows when a shelf is swept empty in seconds.
Plausible physics, early work — shown honestly as an experiment.
How it works
Densely packed products — cans, bottles, foils — reflect and block signal in a stable pattern. Empty the shelf and that pattern changes in one step. Normal shopping empties a shelf slowly; a sweep-theft does it all at once, and the difference between a ramp and a step is easy to see.
In the physics: Densely packed product mass (liquids, foils, metal cans) is a strong dielectric/conductive scatterer; removing it opens new propagation paths and removes reflections, shifting specific CIR tap delays and the local sigma/eps_r map. A shelf-sweep is a step change; normal shopping is a slow ramp.
See it work
This is real pipeline output for Hospitality, replayed. The exact reading depends on your room.
Go deeper
How the field becomes an answer
How we prove it
Own experiment: instrumented gondola with liquor/detergent (high-dielectric SKUs), scripted removal patterns, blind detection of step vs ramp; no public dataset covers this.
Who it is for
Camera-free stockout and sweep-theft alarm for the store manager: know within a minute that the razor-blade shelf just got emptied.
The matching solution
Complete first-room estimateFloor & Bar Pulse3 nodes · ~$130 parts · 90 min Request kit, subscribe, or set up →Compatible DIY hardware options
120 min · advanced