Glossary

Human-in-the-loop approval

The checkpoint between an AI's draft and the real world.

In short

Human-in-the-loop approval is a design pattern in which an AI system prepares an action but waits for a person to review and approve it before the action takes effect. In email, the typical checkpoint is the send button: the AI drafts the reply, and a human decides whether it goes out as written, edited, or not at all.

Where the approval checkpoint sits

The useful question is which actions need a human and which don't. Reading a message, searching files, or checking a calendar changes nothing anyone else sees, so most systems let the AI do those alone. Sending a message, accepting an invite, or sharing a file speaks for you, so that's where the checkpoint goes.

A good approval step shows the context next to the proposed action (the original message, the draft, the attached file) so the review takes seconds instead of a reread of the whole thread.

Human-in-the-loop vs. human-on-the-loop

In a human-in-the-loop setup, the action doesn't happen until someone approves it. In a human-on-the-loop setup, the system acts on its own and a person monitors and can step in afterward. An email tool that auto-sends replies and lets you review the sent folder is on-the-loop, even if it calls the feature "review."

How Synced uses human-in-the-loop approval

Synced drafts replies but never sends one without approval. Every AI-drafted message waits in the Decide queue until you approve or edit it. The reasoning behind that choice is in Why Synced asks before it sends.

Questions

Frequently asked.

Doesn't approving every draft defeat the point of automation?

Approval is the fast part. The slow parts of a reply are reading the thread, finding the file, and writing the message; an approval step keeps those automated and leaves only the yes or no to you.

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