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In becoming the largest privately held freight transportation company in North America, Estes Express Lines Inc. created a lot of data silos. Following years of acquisitions, diversification and geographic expansion, by 2021 the data fragmentation picture across the company was “pretty bad,” said Bob Cournoyer, senior director of data strategy, business intelligence and analytics.

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