Triple Risk Assessment is an end-to-end smart foot health solution that integrates on-sole sensors, edge software, and backend analytics to continuously monitor pressure, temperature, and moisture. It preprocesses and analyzes multi-zone data through validated models to generate an interpretable, composite risk score, delivering real-time alerts, preventive guidance, and clinician-ready insights. The system combines immediate on-device safety rules with longitudinal trend analysis, risk stratification, and explainable recommendations, all while ensuring clinical validation, user privacy, and secure data handling, enabling timely interventions and improved diabetic foot care.