A sensor network and AI-powered analytical platform that monitors the structural integrity of subsea infrastructure in real-time, detecting signs of material degradation and predicting potential failures before they occur. Employs a 'canary in the coal mine' approach, using sensitive sensor data to provide advance warnings of potential collapse.