Admin portal

Admin dashboard

Initial workspace for institutional setup and platform oversight.

Institutions

Placeholder for institution, faculty, and program setup.

Users

Placeholder for users, roles, and language preferences.

Courses

Placeholder for programs, courses, and academic offerings.

Governance

Placeholder for audit, policy, and cost-control oversight.

Institution analyticsAnalytics and pilot reportFoundation view for academic impact, AI usage, cache control, engagement, and supportive intervention signals without exposing private conversations.