Verification Next Steps
Verification next steps is a trust UX pattern that pairs uncertain AI outputs with concrete verification actions—open the source document, check the system of record, or escalate to a human—so users know exactly how to validate before acting. Instead of a vague “verify this” warning, the interface offers operational next steps tied to the claim.
When to use
Essential for sales assistants, support copilots, and research tools where low-confidence answers must route users to a checkable source or human before send.
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Pattern Definition:Draft reply
Acme’s renewal looks set at 18% off. I can send the quote this afternoon if that matches what you approved.
Based on a Slack thread from last quarter. Deal terms may have changed.
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