AI Intelligence

Ask EduPulse

A question is authorised, translated into a vetted metric, validated against fresh records, and only then explained. The answer always shows the query it ran, the source records it read, and the limits of what it can claim.

Read-only · no action can be taken from here

Ask a management question

Your role and campus scope are checked before any question is translated into a query.

Start with a question

Answers are drawn from the same records that power the dashboard, so every figure shown here can be traced back to a source. Pick a suggestion or type your own.

How a question is answered

This is not open database chat. Each question passes four gates before a single figure is shown.

  1. 1. User permissions

    Role + campus scope checked

  2. 2. Approved query layer

    Intent mapped to a vetted metric

  3. 3. Validated data

    Freshness + RLS scoped result

  4. 4. AI explanation

    Narrative with cited figures

5 vetted metrics are currently available. A question outside that set is refused rather than approximated.

EduPulse International School management workspace