Every asset, observable and intelligent.
We instrument hard infrastructure with rugged sensors and stream it into AI-native control planes for real operational outcomes.
Stack overview.
Rugged Sensing
Vibration, thermal, acoustic, gas and vision sensors built for industrial environments.
Multi-radio Connectivity
LoRa, NB-IoT, 5G, Wi-Fi 6 and satellite fallback — engineered for reliability.
Edge Compute
Edge gateways that run inference, buffer offline and orchestrate downstream actuators.
Streaming Telemetry
Event-time pipelines feeding AI models, anomaly detection and ops dashboards.
Digital Twins
Live digital replicas of yards, sheds, lines and campuses for simulation and control.
Control Plane
A unified plane to deploy, update and govern thousands of distributed devices.
5-year sensor battery life targets
Air-gapped & sovereign deployment ready
OTA firmware with fleet-wide policy control
Integrates with existing SCADA / PLC stacks
Build the next breakthrough with us
Bring your problem. We'll bring the research, the team and the deployment.