What we do
Multi-modal real-time situational awareness.
We fuse acoustic, optical, LiDAR, and radar into a single real-time picture — detection, classification, and tracking that runs on-device, in the field, with no cloud in the loop.
03Core capabilities
06Civilian domains
05Sensor modalities
In the field
Sensors, deployed.
What we do
Three core capabilities.
Edge hardware — board / sensor macro
Field deployment — drone / vessel / site
Data — spectrogram / point cloud / map
The authority engine
All posts ↗Latest from the R&D log
2026-05-14EDGE
Quantizing a vibration-anomaly model for a $60 edge board
INT8 on a Cortex-M55 without losing the tail of the distribution.
7 min read
2026-04-22ACOUSTICS
What 10,000 synthetic spectrograms taught us about input design
A clean-room study on representation choices for condition monitoring.
11 min read
2026-03-30FIELD NOTES
LiDAR mapping a rail siding with a sub-250g drone
What a featherweight platform can — and cannot — resolve.
5 min read
Have a sensor, a site, or a fleet that should be smarter?
We take on a limited number of engagements per quarter. If your problem involves edge constraints, unusual sensors, or no labeled data — that's our specialty.