I agree that the various tagging options in QBO are very useful for reporting purposes, especially Class.  Unfortunately Class cannot be used to solve the question for this topic:  "to keep track of inventory for multiple warehouses that carry the same things".   But your initial idea for Inventory Category can be, it seems.   I was not aware of that until I read your post. So thanks for sharing