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Many organizations invest in analytics, but only see marginal results. Some companies have pulled back from using analytics for more than basic metrics because it can be costly to pursue, while others have embraced analytics and are thriving. This is one of the key points made in Thomas Davenport's paper "Competing on Analytics" (note: Harvard Business Review charges a fee to access the paper).