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AI Governance: The Invisible 80%

Your AI governance policy probably covers about 20% of what your team actually uses.

The rest is running right now, as you read this.

In browser extensions no one approved. In personal ChatGPT, Claude, and Gemini accounts. In automations cobbled together by some resourceful employee who solved the problem on their own, without going through IT and without telling anyone.

No one mapped it. No one audited it. And the company believes it has an AI governance strategy.

The official framework covers the tools IT approved in a meeting - but the team's actual activity doesn't go through there. It goes through the employee's personal browser, through the Zapier on their own account, through the prompt workflow they built on a free account the company doesn't even know exists.

It's not cultural resistance. It's adaptation. The team is using AI because it needs to, with or without permission, and that is exactly the crux of the problem.

While the company debates its acceptable use policy, Shadow AI is already in production. Sensitive data being processed in personal accounts. Business decisions based on outputs no one validated. Critical processes depending on automations that vanish when the employee resigns.

The governance risk doesn't live in what the company approved. It lives in what it doesn't know is running.

Tell me in the comments: what did IT approve as an AI tool at your company, and what does the team actually use day to day? I want to see the real size of that gap.

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Caio Steffen · Consultoria de IA

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