We develop this solution as a proof of concept for EMSD. This AI Real-time Lift Door Inspection System revolutionizes lift maintenance by enabling fully automated,24/7 monitoring. Utilizing sensors, cameras, and 5G connectivity, it enhances safety, reduces technician inspections inside shafts, and supports predictive maintenance through smart analytics for improved lift door reliability and service quality.