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To truly maximize predictive analytics, manufacturers need to incorporate external factors. When organizations combine their own internal data with external data it offers a myriad of benefits, including making improved strategic decisions like knowing where to best invest marketing dollars, planning better for market disruptions, and gaining advantageous visibility into their supply chains.