Attendance
Attendance Intelligence
Monitor attendance trends, identify emerging risks and prioritize students requiring attention.
Overall Attendance
vs previous period
Students Below Threshold
Require attendance attention
Consecutive Absence Cases
3+ consecutive absences
Open Attendance Cases
Awaiting review or follow-up
Classes Below Target
Below configured attendance threshold
Attendance Trend
School-wide attendance over time, measured at each register cut-off
Attendance Alerts
Critical threshold breaches and management escalations.
Grade 8 attendance below configured threshold
Grade 8-A is at 86%, which is 6 points under the 92% school threshold configured in Rules v4.2.
South Campus attendance at 88% for a third week
South Campus is 4 points below the school target with 24 open alerts.
AI SUMMARY
Attendance Intelligence Summary
School-wide attendance has declined by 4.6 percentage points over the last six weeks. Grade 8 shows the largest decline, while 43 students are currently below the configured attendance threshold. 18 students have recorded three or more consecutive absences.
Recommended management actions:
- • Review Grade 8 attendance trend
- • Prioritize consecutive absence cases
- • Review students below the attendance threshold
Attendance
Attendance decline detected
- Fact
- Grade 8 attendance is 87.1% across 4 classes, covering 214 students.
- Trend
- Down 6.4 percentage points over the last four weeks — the steepest decline of any grade band.
- Suggested action
- Review Grade 8 register exceptions with class coordinators and confirm follow-up calls to guardians.
Attendance
South Campus below both thresholds
- Fact
- South Campus reports 88% attendance and 78% fee collection across 636 students.
- Trend
- Both measures have moved down for three consecutive weeks while North Campus improved 1.1 points.
- Suggested action
- Request a campus-level review pack from South Campus administration for the weekly leadership review.
Attendance by Class
Classes are highlighted when they fall below the configured school threshold
Attendance by Grade
Students Requiring Attendance Attention
Students below threshold, with pattern and case status tracked for follow-up.
Ali Khan
ST-1024
Sara Ahmed
ST-1198
Hamza Malik
ST-1084
AI governance in this module
Nothing below the analytics tier executes without an authorised human decision, and consequential decisions are never initiated by the intelligence layer.
Runs automatically
Attendance rates, class movement and case triggers are calculated from configured thresholds. The AI layer only explains patterns that the rules engine has already measured.
Requires authorisation
Attendance follow-up drafts can be prepared from the case record but require human approval before a guardian is contacted.
Human decision only
Any consequential student consequence remains a human decision. The system never invents reasons for absence or enforces a sanction without a person authorising it.