Intelligence & insights

The owner dashboard answers “is everything okay?” at a glance — collections, defaulters, live MIS — with explainable, human-gated AI summaries and early-warning signals. Never a raw data dump.

See it in action

One screen, the whole picture

What you get

Outcomes, not features

A two-second read on collections and what needs attention

Defaulter lists and live MIS, exportable to CSV

Explainable AI summaries — human-gated, DPDP-safe

Early-warning signals for fees, attendance and wellbeing

Under the hood

Capability modules

The 4 modules that make up intelligence & insights.

Reports & analytics

Owner dashboard, defaulter table, live MIS, CSV export.

AI assists

Grounded, explainable, human-gated; no PII to third-party LLMs.

Analytics warehouse

Aggregation and OLAP for trends.

Early warning

Signals across fees, attendance and behaviour.

Keep exploring

Fees, finance & accounting →