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Building a school master schedule has traditionally been a manual process. Administrators, counselors, and scheduling teams spend weeks or even months balancing courses, teachers, students, rooms, and countless scheduling constraints. Spreadsheets, SIS reports, and scheduling software have helped make the process more manageable, but many schools still rely heavily on manual adjustments and trial-and-error. Today, artificial intelligence is changing how schools approach maste

For many school administrators, master scheduling is one of those jobs that looks manageable until you actually start building the schedule. At first, it seems straightforward: assign courses to periods, assign teachers, place students, and make sure classrooms are available. Then the conflicts start. A teacher is unavailable during a particular period. A required course needs more sections than expected. Two courses that many students need are competing for the same time slo