Designing Healthcare AIoT Systems: From RFID and Sensors to Physical AI Actions

Healthcare technology often focuses on electronic records and machine‑learning models, yet a critical engineering challenge is linking these digital systems with physical assets inside hospitals. Designing AIoT (Artificial Intelligence of Things) solutions involves using RFID tags, sensors, and Physical AI to identify medical devices, monitor medication inventories, track laboratory specimens, and coordinate infrastructure responses. Such integrated platforms enable real‑time condition analysis and automated operational actions across complex healthcare environments.