● System Live
SJ

AI Engine

Predictive intelligence, intervention alerts, and clustering

Performance prediction

12 students in Grade 11-A are projected to drop below the 60% competency band next quarter without intervention.

·
Cluster discovery

A new student cluster — 'Analytical Communicators' — has emerged across 4 institutions, ideal for journalism and policy careers.

·
Learning strategy

Visual-dominant cohorts respond 34% better to spaced-repetition flashcards than traditional textbooks. Suggest curriculum shift.

·

Live Insights

Shift in learning modalities — Grade 11

The latest 450 reports show a 14% rise in Kinesthetic learners. Consider expanding lab availability and project-based modules.

Critical drop in focus — Section 4-B

Average competency in Section 4-B is down 8% MoM. Recommend targeted counselling for 12 flagged students.

New career trend — Journalism rising

Empathy + verbal reasoning scores in Class 10 surfaced 47 new high-fit candidates for media careers.

Model Stats

Extraction modelGemini 3 Flash
Avg latency1.4s / page
LanguagesEN · HI · TA · TE
Accuracy99.8%