Campus AI Governance Maturity Assessment
The framework tells you what to govern. CAGMA tells you how far along you are — a companion instrument that measures maturity and reach across all nine domains, so an institution can benchmark itself, track progress, and set priorities.
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Every element is scored on two axes, then multiplied — so a strong policy that reaches almost no one scores as low as a weak one deployed everywhere.
How sophisticated, formalized, and effective are governance processes?
Measures the quality and depth of what exists.
How broadly are governance processes deployed across the institution?
Measures the reach of what exists.
Each layer answers a different question
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Institutional AI capability infrastructure.
Five criteria for evaluating any AI initiative.
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Lessons from Reflect feed back into Screen, Score, and Plan.