Not every SKU needs the same counting frequency A facility I heard about last year dropped six figures on new reach trucks and a conveyor upgrade. Pick rates went up 30%. Fulfillment errors went up too. Turns out they'd been running on cycle count data that hadn't been fully reconciled in months, and the faster they moved, the faster they shipped the wrong thing to the wrong place. Better equipment is worth every penny — when the stock it's moving is where the system says it

Inventory data: optimistic. Reality: empty shelves. The numbers lie A system that says you have 144 units doesn't mean you have 144 units. It means someone scanned, typed, or received something at some point, and the system believed them. That's a very different thing. The gap between what your WMS shows and what's actually on the rack usually doesn't come from one big mistake. It comes from a hundred small ones stacking up quietly over months. A pallet received short but sig