No one gets left in the car.

Automotive & Transport

A sleeping infant behind a blanket is invisible to a camera. Not to breathing detection.

Get this solution Design this space Replay recorded demo

Recorded demo

Preparing the recorded fieldLoading real LatentField pipeline output…

Real output from the LatentField 2.0 pipeline, replayed. Nothing staged.

A small first decision

Try one room before planning a fleet.

The field kit, guided PIN setup, live verification and recipient app are one continuous deployment.

PrivacyNo camera or wearable First setup45 min typical Complete field kit~$40

Choose hardware or setup Plan the room first Review the kit

Proven today

1

Demonstrated on real public research data.

Cabin Census — Per-Car Occupancy for Transit Counts riders in every bus and train car — no phones, no cameras. Proven live

Strong theoryThe physics is solid — our own validation is scheduled.6 possibilities

Ghost Passenger — Child/Pet Presence Detection Knows a sleeping baby or pet is still in the parked car. Strong theory live Trailer Heartbeat — Stowaway & Intrusion Sensing Feels a hidden person breathing inside a sealed trailer. Strong theory live Cargo Shift Radar — Load Geometry Monitoring In Transit Notices your cargo shifting while the truck is still moving. Strong theory Driver Vitals Sentinel — Drowsiness & Incapacitation Notices a driver going drowsy — or suddenly unwell — without a camera. Strong theory live Seat-Level Occupant Classifier — Smart Restraint Input Knows each seat holds an adult, a child, or just a bag. Strong theory live Passenger Down — Fall & Medical Event Detection in Transit Knows when a passenger falls on the bus — and if they get up. Strong theory live

FrontierEarly, honest experiments at the edge of what the field can do.4 possibilities

RF Dipstick — Tanker Fill Level & Slosh State Reads a tanker's fill level from outside the tank — no holes drilled. Frontier Chassis Whisper — Drivetrain Vibration Fingerprinting The cab WiFi hears a failing bearing weeks before breakdown. Frontier live Wet Freight Early Warning — Moisture Ingress in Trailers & Reefers Warns of water getting into the trailer days before cargo ruins. Frontier Teach-the-Truck — Self-Discovered Vehicle State Axes Cycle the liftgate a few times — the truck watches it forever. Frontier

What we will not claim

The edge of physics

Ideas people ask for that the physics honestly refuses. We publish these so you can trust everything above them.

Contraband Shadow — Concealed Metal Anomaly Imaging Finding metal works by spotting an unusual reflection — but a vehicle body is one enormous metal reflector already. A small added object's echo drowns in that glare, especially with seats and passengers moving around. The idea is sound on paper and defeated in practice, so we retired it honestly.

Run it in your space

Works with the LatentField 2.0 runtime — on a small box in the room, or in a container. Local by default, private by physics.

Prosumer DIY $18–35

45 min setup · intermediate

Bare ESP32-S3-DevKitC-1
Dual-band antennas
USB-C cable

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