Predictive maintenance in aviation GSE is rapidly becoming a critical strategy for airlines, MROs, and ground handling operators seeking to improve reliability, control maintenance costs, and minimize operational disruptions. As aviation ground operations grow more complex, traditional reactive maintenance approaches are no longer sufficient. By integrating IoT technologies and real-time equipment monitoring, organizations can gain early insight into equipment health, reduce