Performance prediction
A weighted scoring engine predicts CBC performance levels (EE / ME / AE / BE) and risk from scores, attendance and assignments.
Career intelligence
Top career matches with confidence %, ranked from 16+ pathways across STEM, Business, Arts, Technical and Emerging fields.
Role-based access
Each user — admin, teacher, parent, student — sees exactly what they need, secured by row-level policies.
Admin
School-wide analytics, risk distribution, career mix.
Teacher
Class lists, trends, weak-area interventions.
Parent
Child summary, recommendations, suggested pathways.
Student
Top 3 careers with reasons and growth tips.