Efficient organization of medical personnel is essential for delivering excellent patient care . Outdated scheduling methods often lead to burnout among team members and can diminish operations . Implementing a automated staff system allows hospitals to automate the process, minimizing costs and ensuring adequate personnel at all shifts . This ulti