An edge-intelligent pillbox implementation in which user recognition, reminders, and dispensing control are executed within the device. Built on the Infineon PSoC™ Edge E84, the design demonstrates continuous monitoring with cloud dependency. The solution validates real-time identity verification and performs core functions locally while enabling caregiver monitoring. It eliminates missed doses through intelligent sensing and ensured patient privacy without compromising connectivity.