specifically, it was for a picking customization, say you pick 3 items, but want to "put 1 back". You cannot just update the quantity and the inventory detail quantity. You need to actually delete the entire Item Fulfillment, and create a new one with the updated quantity. Hope this helps someone pulling their hair out like I did!