The principle
Trust grows through inspectable evidence, clear limits, and accountable operation.
Make evidence visible
Show the sources and actions people need to inspect. Test representative cases and communicate limitations.
Bound the work
Name where the agent helps, when a person reviews, and how the process recovers when it is wrong.
Learn with the users
Watch how people actually use the output. Test a limited workflow before expanding delegation.
Take it to your team
Three questions to start with.
- Can people inspect why it acted?
- Who owns an incorrect outcome?
- Can the workflow recover safely?