AI Bed Exit Detection System is a non-camera based solution designed to monitor and prevent falls by detecting bed exit events in real-time. Utilizing advanced LiDAR technology, the system ensures high privacy and accurate detection of movements such as kneeling, standing, or sitting on the bed. Alerts are triggered instantly when a bed exit event occurs, notifying caregivers through a centralized dashboard, mobile app, or email. This system is ideal for elderly homes, hospitals, and rehabilitation centers to enhance safety and care.