Operating & evidence · Crosswalk

Mapped to the standards

The framework is a higher-ed-specific synthesis, not an invention. This crosswalk shows roughly where each area aligns with recognized standards — so when an accreditor or CIO asks “what is this based on?”, you can point to established references.

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These are high-level associations, not certified mappings — a starting point for your own review, not a claim of equivalence or compliance.

The Nine AI Governance Domains for Higher Education · Version 1.0, March 2026
General guidance — not legal advice. Confirm applicability with your own counsel, privacy office, and leadership; your institution’s local rules govern.
Part of the Campus AI Framework · Pillar 4
Joe Sabado · CampusAIExchange.com
Licensed CC BY-NC-SA 4.0 · Developed with AI assistance