Your equipment is running blind

Physical assets deployed and generating nothing. Faults found when somebody walks past. Utilisation a guess.

The problem

You have physical assets in the world — machines on a line, vehicles on the road, units in the field — and almost no idea what they are doing right now. Faults surface when someone notices them. Utilisation is estimated. Maintenance happens on a calendar rather than on condition.

The gap is rarely the sensors. It is that nothing reliably carries the data anywhere useful, nothing survives a bad network, and nothing tells the right person at the moment it matters.

Getting this working end to end means hardware, firmware, connectivity, ingestion, storage and interface all holding together — which is why it so often stalls after a pilot.

How we approach it

Device and firmware — built or integrated, specified for the environment it actually lives in
Connectivity that degrades gracefully, including operating offline when the network is not there
Ingestion and storage sized for the data rate, not the demo
Dashboards for the person who operates the asset, not for the engineer who built it
Alerting tuned so it keeps being trusted after the first month