The limits of distributed device management and excessive operating effort
When tens of thousands of IoT devices are installed across wide physical areas, it becomes difficult to understand and control the condition of each unit efficiently in real time. Manual site visits for consumable checks and firmware updates consume major operating resources, while the absence of flexible permissions and a unified control architecture becomes a structural limitation in day-to-day service operations.



















