Coordinating nurse practitioner rotations across several clinical sites is one of the most demanding responsibilities a clinical education team faces. Each site carries its own availability windows, preceptor capacity, and documentation requirements. When those variables are tracked manually across spreadsheets and email threads, double bookings, missed placements, and unfilled rotations become almost inevitable. The core challenge…