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AI Governance Starter

A practical starting point for organizations adopting Copilot, public AI tools, private assistants or automated agents.

Purpose: This is general operational guidance. Your environment, contracts, regulatory obligations and platform capabilities can change the right answer.

List current AI use

Ask what employees already use before writing policy. Shadow AI often exists before leadership begins a formal program.

Classify sensitive data

Decide what information should never be entered into unapproved tools and what data may be used only in approved enterprise platforms.

Choose approved tools

Define which accounts, vendors or AI platforms are approved and who owns licensing and administration.

Review permissions

AI tools can expose existing oversharing. Review SharePoint, OneDrive, application and data permissions before broad deployment.

Define human approval

Identify actions or outputs that require a person to review before sending, publishing, changing systems or affecting customers.

Document and monitor

Keep the use case, data sources, integrations, limitations and owners clear enough that the workflow can be audited or paused.

Use the guide as a conversation starter

The goal is not to make every reader a specialist. It is to make the next technical conversation more informed.

Need help applying this to your environment?

We can review the current state with you and turn the relevant findings into a practical plan.

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