Management

Cases

A case is opened automatically when a student crosses a configured rule. Every case has a named owner, an auditable history, and an explicit next action. The intelligence layer can prepare work but never closes a case on a consequential outcome.

Open cases

3

Open attendance cases in your scope

In progress

1

Attendance cases actively tracked in scope

Awaiting guardian

1

Waiting for guardian follow-up in scope

Need a human decision

2

Cases requiring a human decision in scope

Case register

Showing 5 authorized attendance cases. Each row opens the underlying Student 360 record.

CaseStudentDomainStatusOwnerAuthorityNext action

Repeated unexcused absence with fee hold

CASE-2026-0412 · opened 9 days ago

ZN

Zainab Noor

Grade 6-A

AttendanceCritical
Awaiting guardianUsman TariqHuman
Confirm guardian contact number before the next reminderOpen

Attendance below 80% across four weeks

CASE-2026-0408 · opened 6 days ago

AK

Ali Khan

Grade 8-A

AttendanceHigh
In progressUsman TariqReview
Release drafted attendance reminder after approvalOpen

Attendance escalation for senior-grade review

CASE-2026-0391 · opened 2 days ago

HM

Hamza Malik

Grade 10-A

AttendanceMedium
OpenSarah MahmoodHuman
Principal decision required — the AI layer cannot escalateOpen

Grade 8 register exception cluster

CASE-2026-0378 · opened 4 weeks ago

G8

Grade 8 cohort (4 classes)

Grade 8-A / 8-B

AttendanceCritical
OpenSarah MahmoodAuto
Collect register reviews from class coordinatorsOpen

South Campus below both thresholds for 3 weeks

CASE-2026-0361 · opened 3 weeks ago

SC

South Campus (636 students)

All grades

AttendanceHigh
OpenSarah MahmoodAuto
Request a campus-level review pack for the weekly reviewOpen

Case status changes are written to the audit log with the deciding user and timestamp.

Rules that opened these cases

Alerts report a measured breach. They describe what crossed a threshold and when — never why.

Triggering rules

Threshold breaches and operational exceptions detected by the intelligence layer.

1
Critical20 minutes ago

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.

Review97% confidence

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

    Cases are raised and prioritised automatically from configured rules. Severity is a rule output, never a model judgement about a child.

  • Requires authorisation

    Follow-up messages and reminder drafts are prepared for the case owner and released only after approval.

  • Human decision only

    Suspension, disciplinary action, fee penalties and enrolment decisions are closed by a named human. The intelligence layer cannot open, progress or resolve them.

EduPulse International School management workspace