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Responsible AI guide

Microsoft 365 Copilot governance checklist

Copilot is only as safe as the Microsoft 365 environment underneath it. Before a company-wide rollout, clean permissions, define data rules, and run a measured pilot so AI helps employees without surfacing confidential information.

Clean permissions before Copilot sees everything

  • Review SharePoint sites, Teams, OneDrive sharing links, guests, and inherited permissions.
  • Remove broad access groups such as Everyone except external users where sensitive files live.
  • Find stale sites and ownerless workspaces before they become search results.

Classify data and set guardrails

  • Define sensitivity labels for confidential, regulated, legal, finance, HR, and client data.
  • Apply DLP rules where accidental sharing would create business or compliance risk.
  • Document what Copilot should never be used for in your business.

Pilot with real work, not a novelty demo

  • Start with one or two departments where workflows are clear and measurable.
  • Train users on what Copilot can do, what it cannot do, and when to verify outputs.
  • Measure time saved, adoption, support issues, risky prompts, and business value before expanding.

Nubitect’s stance

We do not recommend turning on Copilot broadly until permissions, sharing, labels, retention, and user expectations are ready. A staged rollout is slower than a license purchase, but it is much safer.

See Secure Copilot Readiness →