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Join BetaNo system exists to enforce prerequisites or automatically route misplaced students to appropriate classes, leading to manual placement errors and overcrowding.
PlacementGuard is an automated student placement validation system that cross-checks prerequisite data (test scores, attendance, grades) against class enrollments. It flags misplacements before schedules are finalized and recommends optimal class assignments to balance sizes and maintain academic integrity.
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