Editorial QA for AI articles is the gate after the draft. AmroPilot can check structure, thin sections, and whether the brief was followed. It is not a promise that the piece is true. Editors still kill claims they cannot source.
QA is not proofreading. Proofreading is spelling. QA is “does this page deserve to go live under this client.”
Do not confuse this with Academy marking a learner. Do not confuse it with Agents reviewing a chat transcript.
Run agency content automation with the quality step on. Reject drafts that ignore the brief rather than polishing them into a different article.