Present + Late / marked entries
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Sector AI 05 / Education · Crestfield College AI
A busy school day.
A clearer operating picture.
Bring attendance registers, lesson cover, term-fee follow-up and admissions paperwork into one administrative workspace. Read the evidence and prepare the next step with staff approval.
Synthetic school-week baseline · 5–9 October morning registers
Learner references with repeated absence or unmarked entries
Upcoming lessons needing cover
Applications needing document follow-up
3,600 expected marks = 3,365 Present + 80 Late + 140 Absent + 15 Unmarked. Attendance is 3,445 / 3,585 marked entries. Missing marks are not treated as absences.
A familiar school setting
From the morning register
to the next lesson.
Crestfield College is a fictional co-educational Lagos secondary school with JSS1–SS3, three arms per level, 40 learners per class, 504 day learners and 216 boarders. The demonstration includes 40 staff references, 72 upcoming lesson slots, 720 term invoices and 60 applications.
The principal needs the operating picture. Administration needs complete registers and lesson cover. The bursar needs payment context. Admissions needs the missing paperwork. The agent connects these questions to their source records.
Illustrative records: No real school or learner data is used. Term invoices itemise tuition, boarding and approved discounts, and retain instalment due dates. Amounts do not represent the fees of any real school.
Interactive administrative desk
Find the record.
Keep the context.
Inspect register follow-up, uncovered lessons, admissions documents and illustrative fee balances. These prepared queues expand the reproducible fictional school profile; no language model runs on this page.
Loading the school records…
Readable record evidence
Choose Inspect to review a record.
The readable administrative record will appear here.
Operating questions with evidence
Give each team
a more useful starting point.
Which registers need verification?
Separate recorded absences, late arrival and unmarked entries. Prepare neutral parent-message drafts after verifying context; the agent never sends them.
Which balances need follow-up?
Read net term invoices, discounts and payment arrangements. The standalone app restricts fee records to leadership and the bursar; fees do not explain absence causes.
What paperwork is still missing?
Read document completeness without ranking learners or making acceptance decisions. The school retains its admissions process.
Live demonstration: Try Crestfield College AI in its dedicated app. Explore evidence-based answers and review lesson-cover proposals before confirming a change within your demo session.
Reviewed lesson cover
Check eligibility.
Check the period.
Keep staff in control.
Start with an uncovered lesson
Inspect the subject, class and future period. A proposal checks recorded subject eligibility, staff availability and timetable overlap.
Require a staff decision
Only leadership and school administration can prepare cover. The model has no commit tool. A person reviews and confirms the simulation.
Preserve the before and after
Confirmation rechecks role, revision and proposal. The session audit records the assignment. No real timetable is changed and no staff member is notified.
Try after deployment: Prepare SB-L001 with SB-T03 in Action Lab. An already-assigned teacher for that period is rejected.
Value to measure
Less searching for context.
Clearer administrative follow-through.
Measure time to prepare the school briefing, incomplete-register resolution, time to arrange approved lesson cover and admissions-document completeness. Outcome improvements need a real baseline; the demonstration makes no claim about attendance gains or recovered fees.
The starting design targets established Nigerian secondary schools. Primary schools, school groups and other education organisations would adapt the calendars, permissions and workflows to their own setting.
Discuss your school workflows ↗Evidence and boundaries
Clear records.
Responsible interpretation.
The fixed clock is 9 October 2026, 10:00 WAT. Learner and staff references are fictional; no names or contacts are included. Follow-up rules do not label learners or infer behaviour, safeguarding concerns or reasons for absence. Financial balances do not determine entitlement to instruction.
Demo-role switching illustrates tool permissions, not production authentication. A real implementation requires approved school-system integrations, verified recipients, appropriate governance and durable auditing. Session reset discards simulated changes.
Agentic AI for school operations
Keep the school day
moving together.
Build around your registers, responsibilities and approval process.