Where human review sits
Once an agent reads and writes enterprise systems, every write can touch real data. Review is not a procedural patch on top. It is a gate inside the execution chain.
Writes pause first
Before modifying data or starting an approval, the agent pauses and sends a confirmation request to a designated person. It continues only once that comes back.
This matters most across systems: an agent reading from CRM, writing to ERP, then sending a notification through Feishu can require confirmation at each of those write points independently.
Four responses
Whoever receives the request can choose:
- Allow once: approve this operation.
- Always allow: approve subsequent calls of the same operation automatically.
- Deny once: reject this operation.
- Always deny: reject subsequent calls of the same operation automatically.
Configured per action
The gate is set per action. GET requests pass by default; POST, PUT, and DELETE require confirmation by default, and each can be adjusted to match its actual risk.
The record
Every operation is logged in full and can be exported: timestamp, user, connector, action, parameters, and returned result. Logs filter and export for compliance checks and after-the-fact review.