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Shadow AI: how to find it

Shadow AI means AI tools your staff use that nobody approved or recorded. You can't govern what you can't see. Start here.

  • - Ask. A short, no-blame survey: which AI tools do you use at work, and for what? Say clearly that you want to know, not to punish.
  • Check sign-in logs. If you use single sign-on, look for AI services. Look at browser extensions on work machines too.
  • Check subscriptions. Expense claims and card statements show tools people pay for themselves.
  • Check meetings. Note-taking bots joining calls are common.
  • Check your existing software. Many products now ship with AI features. Find out which are switched on.
  • Check where files go. Look for client documents being sent to personal email or uploaded to outside services.

What to do with what you find. For each tool, decide: approve it, restrict it, or retire it. Then record the decision in your AI use register. Don't just ban everything. People will find a way round it.

Technical controls beat policies. APRA's April 2026 letter noted that firms often relied on policy and after-the-fact checks, not controls that stop the problem. Where you can, block what you don't approve.

(APRA letter)

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