Inventory on paper tells a story. Your inventory report said 144 units. The floor had 11. If that's never happened to you, you haven't been doing this long enough. The system number and the physical number are two different things, and pretending they're the same is how you end up promising a customer a shipment you can't build. The system records what was supposed to happen — what got received, what got picked, what got transferred. The floor records what actually happened.

Data says one thing, shelves say another. Refund numbers don't match Finance emails the warehouse asking why the refund credit from that outdoor furniture vendor is showing $4,200 on their end and $3,800 on yours. Someone schedules a call. The call turns into two calls. Meanwhile the vendor is waiting, and somebody's month-end is already wrong. This happens constantly in operations that handle vendor returns manually or across disconnected systems, and the root cause is almos