AI agent approval queue: keep risky actions reviewable
AI agent approval queues keep risky actions attached to the right reviewer, evidence, timeout, and session state, so a late click cannot revive stale work or block safe automation.
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Human-in-the-Loop
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AI agent approval workflow: Google Chat cards make approvals harder to miss
AI agent approval workflow design works better when approval cards live in the chat surface where operators already decide, not in a separate dashboard.