Many companies use data science as a *supportive* function for various business initiatives. However, the emergence of new business models has made it possible for some companies to *differentiate* via data science. When this is the case the company needs to think very differently about the role and placement of data science in the organization. Spoiler alert: it needs to report into the CEO!

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