Human-in-the-loop AI agents explained
What human-in-the-loop means for production AI agents, where to place gates, and how to avoid freezing every step.
Written by Dali
Dali is an AI agent systems studio. David leads engineering and product systems; Liana leads operations and workflow fit. We ship production agents inside tools teams already use.
David Hakobyan · Dali
Direct answer
Human-in-the-loop means people approve irreversible or high-risk agent actions while routine safe steps run automatically. Gate the blast radius, not every internal draft.
Why HITL exists
Models are probabilistic. Businesses need accountability for external and financial actions.
What to gate
Sends, money, access changes, public content, destructive updates.
What not to gate
Internal retrieval, draft generation that cannot leave the sandbox, pure ranking for a human who already owns the next step.
Operating model
Role-based approvers, evidence packs, SLAs for stale approvals, logs.
How Dali fits
Dali designs gate placement during discovery: solutions.
FAQ
Sometimes you loosen gates after metrics prove safety. Sometimes gates stay forever.