Spots a student slipping before it shows in the report card — and tells the mentor exactly why, with a suggested action and an owner. Explainable drivers, never a black box.
By the time a grade drops, the slide started weeks earlier. This watches attendance, marks and engagement together, flags early, and explains the 'why' so someone can act.
| Student | Risk | Suggested action |
|---|---|---|
| A. Sharma | HIGH | Attendance 72% · Maths −2 grades → mentor call |
| R. Iyer | HIGH | Sudden Science drop → counsellor check-in |
| P. Khan | MED | Post-exam dip → parent note + study plan |
Concept preview — illustrative of how results appear in-platform.
Built on the same secure foundation. Runs read-only inside your own cloud, with role-based access, pseudonymisation and DPDP-grade consent — student data never leaves your tenant.
One campus, read-only, six weeks. We'll bring it live in your cloud and let the results make the case.
Book a six-week pilot