AI UX patterns / Control & recovery
AX-01 · Control & recovery
When an AI agent moves money, give people a way back
A support agent just refunded a customer on its own.
Money actions need a way back.


How to apply it
- Show the calculation behind any amount the agent settles, next to the order it came from.
- Give a time-boxed undo for money actions, and say how long it lasts.
- Offer a clear path to a person before the customer has to ask.
Where it breaks
When the agent's limit goes up and nobody added undo first.
Related patterns
- Agent books on its own · Irreversible actions need approval.
- Long AI wait · Show progress. Give control.
- Model isn't sure · Don't show a percent. Ask the question that decides.
- Confident answer, no source · A claim without a source is a guess.
- All 10 AI UX patterns
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