Demo Mode — Alerts are from synthetic data. Teacher review is required before any action.
⚠ Student Struggle Early-Warning System
Flagged students who may need academic support. All alerts require teacher review — do not act on AI flags alone.
Alerts are indicators, not judgements. They support human review. Never label a student based solely on these signals.
⚙ Alert Thresholds
Configurable per institution