Hazard alerts for work zones. IoT-enabled sensing and timely alerts that improve situational awareness around active construction operations.

Detection and marking of weld defects. Robotic inspection and marking support for faster, more consistent prefabrication factory quality control.

Real-time monitoring of underwater pipelines. Continuous condition evidence for scour evaluation and risk awareness around buried or submerged pipelines.

Corrosion monitoring of hydraulic steel structures. Sensor-supported monitoring that helps quantify corrosion and deterioration patterns over time.