Math Analytics Command Center

A real-time monitoring system that turns raw platform activity into three decision-ready views — triage, matrix, and heatmap — for ~1,600 students. The design constraint was not data access but signal quality: surfacing only the information that changes what a teacher does today, not everything the platform logged.