An automated system that uses a network of underwater sensors and AI to predict the degradation rate of biodegradable reef structures based on location-specific environmental factors (temperature, salinity, currents, microbial activity). The system provides early warnings of material failure, allowing for proactive intervention (e.g., reinforcing structures, removing debris) and informing future material choices. Crucial for restoring public & investor confidence.