Executive front door · A simpler entry point

The Five-Domain View

Most institutions govern only fragments of AI — usually teaching and academic integrity — while gaps open everywhere else. This is a mission-aligned, five-part structure that folds the complete nine-domain architecture into a front door leaders can actually hold in their head.

The Five-Domain view is the accessible executive summary; the original Nine-Domain architecture remains the complete reference for detailed policy work. Every domain below maps directly onto it.

Who should use this Presidents · Provosts · CIOs / CAIOs · Faculty leaders · Student affairs · Research offices · Procurement · HR · Shared governance
The five domains
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Maps to nine-domain reference
Cross-cutting principles

Four principles apply across every domain wherever an AI system is consequential.

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Implementation

A phased path, not a big bang

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Our purpose

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The five domains are the way in. The nine domains remain the complete reference architecture for detailed policy work.

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