AI Insights Center
Predictive Intelligence
Risk detection, performance forecasting and smart recommendations
Models active
Box-Scholar AI
Continuously analysing 38 data signals across attendance, performance, behaviour and engagement.
94%
Prediction accuracy
3.2K
Daily inferences
12
Active models
42
Insights this week
Top recommendations
Academic risk detected
12 learners predicted to fail Term 2 mathematics. Recommended: immediate intervention with HoD.
Attendance pattern · Friday dip
Grade 11B shows 18% higher absenteeism on Fridays. Consider engagement audit.
Curriculum coverage gap
Trigonometry chapters 4–6 not yet covered in 11A. 3 weeks behind term plan.
Wellness early signal
Aggregate mood index dropped 4 points in Grade 12. Recommend wellness check-ins.
Teacher efficacy
Mrs. Adams' 10A improved 8% above peer baseline this term. Replicate strategy.
Smart admin recommendation
Reschedule Founders' Day to avoid clash with Grade 12 mock exam revision week.