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The retail industry is not only shaped by the quality of services and goods, but also by economic trends that are beyond an organization's control. In order to maximize shareholder value, retailers constantly endeavor to optimize their service and the flow of goods from the supply chain to the store. Such dynamic optimization cannot be realized without proactive handling of accurate data.