Render Analytics
AI GOVERNANCE

Practical AI Governance Framework Built for Faculty and Student Use

An anonymized Render Analytics case study for a graduate business school in U.S..

Graduate Business School/AI GOVERNANCE/U.S.
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Business challenge

The school needed an AI policy that was usable in classrooms, not a dense compliance document nobody would follow.

Implementation

We created a plain-language governance framework covering faculty discretion, student disclosure, prohibited use, privacy, and responsible experimentation.

Reported outcomes

School-wide

Governance framework

Faculty

Assignment-level guidance

Students

Disclosure standards