This paper deals with the problems of inventory and warehouse costs for Thai traditional wholesale businesses in consumer products. The wholesale businesses of consumer products consist of a few hundred of suppliers and almost fifty thousand Stock Keeping Units (SKUs),which inventory and warehousing are not only costly but alsohard to manage.