A SaaS platform leveraging machine learning to analyze flight data, maintenance logs, and drone operational data to predict component failures *before* they occur. This allows for proactive maintenance scheduling, minimizing downtime and preventing potentially cascading failures in a rapidly expanding drone fleet.