Trust & FERPA

Built for data you can’t afford to get wrong.

Tenant isolation by design

Each institution's data lives in its own schema; queries are scoped to it by construction — not by a filter we hope is always applied.

FERPA-minded from the start

Least-privilege access, PII redaction in logs, per-institution retention windows, and data-subject deletion built in.

Your data stays yours

Bring a read-only view shaped to a simple contract. We never improvise queries against your source systems.

Auditable end to end

Every answer carries a reproducible definition, the compiled query, and a logged trail of who asked what, when.

Isolation by schema-per-tenant · row-level access checks · audit log on every query.

See it on your numbers.

Walk through a live answer — question to compiled query to audit trail — with your own student-success questions in mind.