Retail discounts and losses do not result from lack of demand. These result from fluctuation of demand. It often happens that stores have over stocking or under stocking of items. This is typically because quantity to be dispatched to the store is people dependent and therefore not objective. We need to give everyone visibility on what should be the dispatch quantity and it should be objectively arrived at by software.