Skip to content

Adaptive Enterprise Governance & Intelligence System

Ask AEGIS. Don’t chase reports.

The AI inside SquareCampus, not a chatbot bolted onto an ERP. Ask in plain language; it answers from your school’s records, inside your permissions, on the audit trail. It suggests — people decide and act.

Inside SquareCampusAnswers in role scopeRead-only
AEGIS · Governed console
Scoped: Trust Administrator
Illustrative example — synthetic data

Which campuses have fee collections drifting this term?

2 of 6 campuses are behind plan. Rest are on track.

North Campus

68% collected

vs 84% planned · 214 families with dues > 30 days

Riverside Campus

74% collected

vs 82% planned · concentrated in Grades 8–10

Suggested follow-ups · your team decides

Send a reminder circular (Hindi + English)Review concession approvals at NorthRaise with the North principal
Scoped to your roleQuestion recorded on the audit trailRead-only: AEGIS takes no action

What AEGIS does, and does not do

Answers and suggestions. People decide and act.

  • Read-only — AEGIS answers questions, it does not act on the institution's behalf
  • RBAC-scoped — a person only ever sees what their role already permits
  • Source-grounded — every answer points back to the records it came from
  • Auditable — questions and answers are recorded like any other institutional action
  • Human-controlled — decisions remain with the people accountable for them

The examples on this page are illustrative and use synthetic data. Your written proposal confirms which modules, apps, languages and integrations you get.

Three example questions

What an answer is drawn from, and where AEGIS stops

How AEGIS is designed to answer three everyday questions. Each answer stays inside the asker's permissions, shows its sources and when the data was last updated, and ends with a suggestion rather than an action.

Principal

“Which Class 8 sections had attendance below 85% this week?”

Answer scope
Attendance records for the principal's own campus only.
Sources and as-of time
Each section in the answer links to the attendance entries behind it, with the time the data was last updated.
Limit
It can suggest raising the pattern with class teachers. It does not message anyone.

Finance & accounts

“How much of this term's fees is overdue by more than 30 days, and in which classes?”

Answer scope
The fee ledger for the campuses the finance role is permitted to see.
Sources and as-of time
Totals link to the invoices and receipts they are built from, as of the last posted payment.
Limit
It does not send reminders or change any fee record; a person does that in the fees workflow.

Trust leadership

“Which campuses have approvals waiting longer than a week?”

Answer scope
Approval records across the campuses under the trust administrator's role.
Sources and as-of time
Each item names the approval, its owner and how long it has waited, with an as-of time.
Limit
It cannot approve, reassign or escalate. It shows who owns each item.

Governance first

Intelligence that strengthens control instead of leaking it

AEGIS is designed governance-first: the permission check happens before an answer exists, not after it.

Scope is applied before an answer exists. Records outside the asker's tenant and role are refused rather than summarised, and the query itself becomes an audit entry.

Role-based, always

AEGIS answers within the same RBAC scopes as the rest of SquareCampus. A principal sees their campus; a trust admin sees the trust. No side doors.

Tenant boundaries respected

Institutional data stays inside institutional boundaries. AEGIS reads your live operating records — it doesn't pool them into someone else's model.

Auditable by default

Every question and answer is recorded on the audit trail. Suggested follow-ups are for people to act on through normal workflows — AEGIS never carries them out itself.

Decision support, not noise

AEGIS is not a generic chatbot. It is a controlled intelligence layer that helps management ask sharper questions and act with operational clarity.

Context is the moat

AEGIS works because the operating system underneath is connected

AEGIS is designed to work from the records your institution already runs on in SquareCampus — who may see what, timelines, fee state and communication history — rather than guessing.

Roles and access

Trustees, principals, finance, teachers, parents

Admissions

Applications, documents, offers, enrollment

Attendance

Classroom signal, staff follow-through, exceptions

AEGIS · Governed intelligence

Institution records in.
Governed answers out.

AEGIS is designed to read each record where it already lives, without exporting or re-keying it, inside the same permissions and audit trail as the rest of the School OS.

Role-aware answersException detectionAudit-ready by default

Governance checks

Illustrative
Tenant boundaryCheckingApplied
Role-scoped answersCheckingApplied
Audit trail per questionCheckingApplied
Read-only: no actions takenCheckingApplied

How AEGIS is designed to answer. Not a measurement of any institution.

Finance ledger

Dues, receipts, concessions, approval history

Communication

App messages, circulars, acknowledgements

Leadership view

Campus health, branch risk, cross-team visibility

Before and after

The report-chasing era is over

If your current ERP's answer to every leadership question is 'we'll prepare a report', the comparison below will feel familiar.

Legacy ERP reporting

Ask the office to prepare a report, wait days, get a spreadsheet that's already stale.

With AEGIS

Ask AEGIS in plain language and get an answer from the institution's own records.

Legacy ERP reporting

Exceptions surface at term end, when the damage is already done.

With AEGIS

Attendance, fee, academic, and communication exceptions are flagged against thresholds the institution sets.

Legacy ERP reporting

Every export is another uncontrolled copy of student data floating around.

With AEGIS

Answers stay inside role-based permissions, tenant boundaries, and audit trails.

Legacy ERP reporting

Leadership sees each campus through a different lens, stitched by hand.

With AEGIS

One governed, trust-level view across campuses — with campus-level accountability intact.

What AEGIS helps with

From data to defensible decisions

Identify attendance, fee, academic, and communication exceptions early.

Give leadership a trust-level view across campuses without flattening accountability.

Support principals and administrators with contextual operational insight.

Preserve governance through RBAC, audit trails, and controlled access.

Turn school data into actionable intelligence without compromising ownership or privacy.

Help management ask sharper questions and act with better operational clarity.

See it on your own numbers

Bring one question you currently wait days to answer.

In a guided demo we’ll walk through how AEGIS is designed to answer it, what it would draw on in your records, and where its limits are.