Dashboards show what happened. AI shows what to do next. In AcadexAI, insights pull from attendance, exam results, assignments, and wellness check-ins to surface what needs attention today.
1
Attendance Trends & Forecasts
Spot dips before they become patterns.
- Early dip alerts: Students/classes trending down flagged proactively.
- Forecasts: Likely attendance around exams, holidays, key events.
- Anomalies: Sudden changes that deserve a closer look.
8am
Daily snapshot
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Proactive outreach
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Guesswork
2
Exam & Subject Signals
See what’s slipping, what’s improving, and why.
- Subject averages: Track subjects trending down or up.
- Student patterns: Surface steady improvements or repeated struggles.
- Attendance links: Correlate presence with performance to plan supports.
Topic dips
Auto-suggest revision blocks for low-scoring topics.
Cohort compare
Zoom into sections/grades to target help precisely.
3
Engagement & Risk Detection
- Low-engagement flags: Consecutive absences or repeated non-submissions.
- Nudges: Policy-driven SMS/push reminders to students or parents.
Pro tip: Start with gentle nudges; escalate only if patterns persist.
4
Wellness Sentiment (Privacy-Aware)
Explainable signals, routed to the right people.
- Sentiment cues: Questionnaire text highlights stress or frustration.
- Explainable flags: Every alert shows the exact reason.
- Counselor flow: Route cases with notes and follow-ups.
“We caught early signs of disengagement without guessing — the why was right there.”
5
You Stay in Control
- Role-based visibility: People only see what they should.
- Configurable thresholds: Tune alerts and recipients.
- Audit & privacy: Actions are logged; data is minimized.
What’s Next?
Use insights to schedule revision blocks, reach out early, and reinforce wins with Rewards & Recognitions.
Want to see example dashboards with your flows?