For Institutions
Tool sprawl, weak governance, unpredictable AI cost
Leadership needs one controlled environment, not five apps and unmanaged consumer AI use.
- Roles, campuses, and content boundaries are hard to enforce across tools.
- Unmetered AI calls creates budget and compliance risk.
- Leadership lacks a single view of usage and academic activity.

