Intelligence
AI Alerts
One prioritized queue of operational exceptions. Severity is assigned by configured rules; alerts surface observations and never infer causes or take action.
Critical alerts
Rule-triggered urgent review
High priority
Requires prompt review
Monitor / information
Watch conditions and notices
New today
Recent detected events
Acknowledged
Seeded lifecycle state
Resolved
No resolved fixture events
Management alert summary
Distribution of current seeded rule events; status history and deduplication need a connected alert event store.
Alerts by category
Alerts by severity
Alerts by campus
Alerts over time
Open vs resolved
Prioritized alert queue
Filter by severity, category, campus, status, date and assigned user. Review the observed fact and triggering rule before acting.
| Alert | Category | Student / scope | Campus | Severity | Detected | Status | Assigned to | Action |
|---|---|---|---|---|---|---|---|---|
Grade 8 attendance below configured threshold Grade 8-A is at 86%, six points below the configured target. | attendance | Grade 8-A | North Campus | Critical | 20 minutes ago | new | Details | |
18 accounts moved into the 60+ day ageing category 18 accounts hold PKR 0.7M at 60 or more days overdue, up 12 accounts week on week. | fees | 60+ day ageing cohort | All campuses | Warning | 1 hour ago | updated | Details | |
Weekly approval rate improved to 92% The fixture records 34 of 37 drafts approved today, with a 92% weekly approval rate. | communication | Parent communication queue | All campuses | Information | 3 hours ago | acknowledged | Details | |
2 message deliveries failed on the SMS gateway Two message deliveries failed on gateway route GW-04 within 11 minutes. | communication | SMS gateway route GW-04 | All campuses | Warning | 4 hours ago | new | Details | |
South Campus attendance at 88% for a third week South Campus attendance is recorded at 88% for a third week, four points below target. | attendance | South Campus | South Campus | Critical | Yesterday | repeated | Details | |
Students appear on more than one management watch list 8 students currently appear on multiple configured watch lists. Attendance and fee records remain separate observations. | cross-domain | Cross-domain student watch list | All campuses | Monitor | Today, 07:30 | new | Details |
Status and assignment controls are session previews. Durable alert deduplication, audit, and workflow actions require an alert event store, which is not connected.
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
Seed alert facts and severity bands come from deterministic threshold fixtures. This demo has no persistent alert lifecycle, deduplication or audit event store.
Requires authorisation
The interface can preview acknowledgement, assignment and resolution states locally; no action is saved or sent to another workflow.
Human decision only
Creating cases, requesting communications, escalating or dismissing alerts requires a durable authorized workflow and reason capture before production use.