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U.S. retailer supply chain operations who have adopted data and analytics have seen up to a 19% increase in operating margin over the last five years. Design-to-value, supply chain management and after-sales support are three areas where analytics are making a financial contribution in manufacturing. U.S. retailer supply chain operations who have adopted data and analytics have seen up to a 19% increase in operating margin over the last five years. Design-to-value, supply chain management and after-sales support are three areas where analytics are making a financial contribution in manufacturing. These and many other insights are from the McKinsey Global Institute's study The Age of Analytics: Competing In A Data-Driven World published in collaboration with McKinsey Analytics this month.