FREE DOWNLOAD — SHADOW AI GOVERNANCE: CHAPTER 10
Your AI governance
is in the wrong place.
is in the wrong place.
Here's how to move it.
Most agencies bolt governance on top of existing workflows. A training session, a policy document, a review step. It works for a few weeks. Then a deadline lands, pressure builds, and the governance erodes first.
This template puts the Three Simple Rules where they actually hold — at the decision point, before the tool is opened, embedded in the brief and the prompt your team is already using.
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THE GOVERNANCE TAX PROBLEM
You pay the governance tax either way.
Before the work starts: a three-second classification decision embedded in the brief your team fills in regardless. A prompt template with the human review commitment already written in.
Or you pay it after the fact — when a procurement questionnaire arrives you can't answer, or an enterprise brief gets re-awarded to an agency that could prove its process. The before version costs seconds. The after version costs the client.
The question isn't whether to govern AI use in your agency. It's where in the workflow the governance lives.
WHAT'S IN THE TEMPLATE
Three operational defaults. One afternoon to activate.
01
Brief Intake Template Addition
The Data Traffic Light field — Green, Amber, Red — formatted to copy directly into Asana, Monday, Trello, Notion, or any PM tool you're already using. Adds three seconds to brief intake. Removes an entire category of data handling error from every AI-assisted task that follows.
02
Prompt Structure Defaults
Two ready-to-save prompt templates — one for copywriters, one for strategists — with the Human Wrapper commitment built in. The governance documentation is part of the template, not something the team has to remember to add.
03
Prompt Library Setup + Activation Checklist
One shared location, one entry template, and a five-step activation sequence you can run in a single afternoon. Total time: under ninety minutes. No new tools. No training programme.
WHY THIS WORKS
Governance that was already done
before the deadline arrived.
before the deadline arrived.
A 72-hour pharmaceutical RFP. Major client. Response required by Monday.
We had the draft done in eight hours.
Not because we worked faster. Because the governance was already in place. Data handling protocols were already written. Approval chains were already mapped. Client permissions on case studies were already secured. What should have been 72 hours of scramble became 64 hours of strategy. We won the tender.
That's what embedded governance produces. Not a reduction in speed. A redirection of it. Research across 235 studies (Grimshaw et al., 2004) found that guidance embedded at the point of decision outperformed passively distributed guidance by a factor of 1.7x to 2.5x. Same rules. Different placement. Completely different outcomes. This template applies that principle to your agency's AI workflow.
Michael MacDonald — former agency partner | Author, Shadow AI Governance: The UK Agency Playbook.
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