Governance

Posts about AI governance frameworks, implementation strategies, and making AI usage visible, accountable, and defensible.

Governance

Jan 6, 2026

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5 min read

GovernFirst, Not AI-First

Why UK agencies need governance infrastructure before AI acceleration—lessons from 15 years running agencies through crisis.

Michael MacDonald

Governance

Dec 30, 2025

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4 min read

The Three Simple Rules Framework

Data Traffic Light, Human Wrapper, and Prompt Dividend—the governance framework that makes AI usage visible, accountable, and commercially advantageous.

Michael MacDonald

Governance

GovernFirst, Not AI-First

The Three Simple Rules Framework

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