AI cases at the Research and planning stage

An agent checks design documents for logic gaps

Before a review, a systems designer has an agent read the design document against a checklist, flagging undefined values, missing states and conflicts with existing systems.

Human reviewThe agent does not know design intent agreed verbally, so question-level flags are often false positives.