This system shifts road maintenance from reactive to predictive. Instead of waiting for potholes, it monitors long-term stress trends within the pavement structure. By detecting critical moments—when weakened asphalt meets extreme load—it identifies the early onset of deterioration before surface damage appears. The system then alerts managers to high-risk locations, enabling timely interventions and more efficient road maintenance.