What data or integration would a pilot require?

The proposed starting trial uses student-provided syllabi in student accounts. It does not assume a roster upload, school-wide integration, staff dashboard, or access to individual activity. Decide what evaluation data is needed, who may see it, and how it will be collected and handled before invitations go out. Any institutional integration is a separate feasibility decision.