Four questions an auditor will actually ask
When an agent has been collecting your evidence for a year, the questions that follow are not about how clever it is. They are: what did it look at, what did it change, did a person agree, and what produced that output? "The AI did it" is not an answer, and a system that cannot do better is one you have to take entirely on faith.
So every run of every agent here writes a row — what it read, what it produced, what it changed, which model, how long it took, who set it going. Including the runs that failed. Including the runs that found nothing to do, because "checked, nothing needed" and "nobody has checked since June" are different facts and only one of them is reassuring.
The second decision is the number. Competitors ship eight named agents; we ship three that do real work, and each one states plainly what it is allowed to do. An agent that can quietly change your compliance position is a liability dressed up as a feature.