Role-Based Risk View for District and School Leaders

## The problemSchool districts collect attendance, academic, and behavior data in plenty — but the data sits in separate dashboards that staff stitch together manually before they can decide who needs help. By the time a flagged scholar reaches the right adult, days have passed. Cross-domain patterns — the scholar slipping in two areas at once — are the hardest to spot and the most predictive.## What this app doesA role-calibrated command center for scholar and school health. Superintendents and cabinet leaders see a districtwide risk heatmap with month-over-month trajectory. Principals open their school view and get today's priority scholar list ranked by composite risk across attendance, academics, and behavior. Support teams pull the detail behind any flag and confirm an intervention. Cross-domain threshold crossings surface as combined alerts that manual review almost always misses.## Key takeaways- One view per role, not the same dashboard for everyone- Composite risk scoring across attendance, academics, and behavior- Cross-domain alerts catch the patterns staff miss manually- Plain-language trend narration replaces interpretation work## Who it's forDistrict leadership, principals, and school-based support teams who need to move from data review to same-day action.