Data Transparency

Student data rules should be clear before a pilot starts.

This page explains the data posture in plain language. It is not a final legal certification.

Collect less

Only collect data needed for the student evidence workflow.

Limit access

Only approved roles should see student-level information.

Separate reports

Use group-level reports when leaders do not need student-level details.