Instruction Governance: The Missing Layer of Enterprise AI (Part 4 of 4)

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Part 4 – Implementation and The Business Case

In this series, we’ve covered the "Triad" (Part 1), the "Golden Set" (Part 2), and the "Federated Framework" (Part 3).

Now, we answer the hardest question: How do we implement this without turning agile teams into bureaucrats?

The answer is a maturity model that scales rigor alongside risk.

The "Crawl, Walk, Run" Framework

Implementing "Instruction Governance" can feel like a heavy lift. If you try to build the full automated pipeline on day one, you will stall. Instead, we apply a maturity model that scales rigor alongside risk.