Approvals are a feature, not a friction
Approval is often treated as the thing slowing automation down. In enterprise AI execution, it is the mechanism that lets more work move without pretending every action has the same risk.
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Approvals
2 articles on this topic.
Designing human checkpoints for AI agents
Human-in-the-loop design can be precise rather than performative. The checkpoint should appear at the moment risk changes, with enough context for a fast decision.