# From Principles to Practice: Building AI Governance Into Your Automation Stack

> Every AI governance survey finds the same two frameworks at the top - EU AI Act and NIST RMF - and the same gap at the bottom: no concrete implementation mechanisms. This article closes that gap with a practitioner-level walkthrough of risk classification, artifact production, and CI/CD governance gates.

Canonical URL: https://kravhal.kcsatish.com/insights/week-38
Edition: Article 17 · July 2026
Tags: AI Governance, Compliance, Automation
Reading time: 9 min read

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This is a mirror of an article first published in the AI & Automation Chronicle.

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