Running dozens of AI chats across a business? Folders stop working fast. I run 54 AI work chats, and the system that keeps nothing lost isn't folders — it's an audit and four buckets. A full sweep classified every chat (42 at rest, 3 working, 5 scheduled), found 21 gaps where work was waiting in no queue at all, and placed 17 real items. And the report itself is a picture, not pages of text: big numbers, color-coded panels, one short line per item — because walls of text don't get read, by anyone. The chats think. The buckets decide.

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