According to Thomas H. Davenport and Jeanne G. Harris in their incredibly timely and insightful book, Competing on Analytics, there were four common key characteristics:
1) Analytics supported a strategic, distinctive capability
2) The approach to and management of analytics was enterprise-wide
3) Senior management was committed to the use of analytics
4) The company made a significant strategic bet on analytics-based competition
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