2026-07-16 · 8 min read
AI Governance Guide: From Policy to Enforceable Controls
An AI governance guide for turning acceptable-use policy into roles, monitoring, and enforceable browser controls.
Governance is ownership plus evidence
AI governance assigns who sets the rules, who grants exceptions, and how you prove controls operate. Without enforcement, governance stays aspirational.
A lightweight operating model
Create a cross-functional AI council, publish a living policy, instrument ChatGPT/Claude/Gemini/Copilot usage, and review metrics quarterly.
Put prompt protection into practice
Install the Aegis AI security extension to inspect ChatGPT, Claude, Gemini, and Copilot prompts before they leave the browser.