Efficient organization of healthcare personnel is vital for delivering excellent patient care . Outdated scheduling methods often lead to frustration among team members and can negatively impact workflow . Implementing a automated staff system allows hospitals to simplify the process, reducing overhead and ensuring appropriate personnel at all peri