100%
Student data sovereignty — zero third-party AI training rights on any student work
0
Additional DevOps or IT headcount required to run the program
FERPA-by-design
Governance framework built before the first student cohort, not retrofitted after
Shadow AI is already on your campus. Faculty and students are routing student data through consumer tools — no governance framework, no audit trail, and real FERPA exposure on every assignment uploaded to ChatGPT. Every semester without a structured governance layer is another semester of uncontrolled institutional risk.
The reality today
With Sophrosyne
The Engagement
How it works for cioss.
Governance Scoping
We audit your current AI tool landscape, active FERPA exposure points, and integration dependencies with Banner/Canvas/Colleague.
Framework Design
A governance framework is built — policies, role-based access, audit infrastructure — before the program launches.
Integration
Institutional system integrations completed by the Sophrosyne team within the program timeline — no additional IT headcount.
Ongoing Visibility
Real-time audit trail maintained throughout; quarterly governance reports your accreditors can review at any time.
Where to Start