How are you handling approvals and human oversight in your AI products?

We recently explored a human-in-the-loop approval flow for AI-powered workflows.

When an AI system wants to perform an important action, it can pause, explain what it plans to do and wait for a user to approve, reject or modify the action.

This helps reduce unchecked AI actions while still saving time across business workflows. Some practical responsible AI controls include:

• Human approval for sensitive actions
• Clear reasoning and action context
• Controlled tool permissions
• Audit logs for AI-triggered workflows
• Safe interruption before execution

How are you designing human approvals without making AI workflows feel slow or frustrating?