Companies are embracing analytics capabilities and new data streams as an opportunity to understand consumers and demand as never before. However, it takes time to transform from a limited analytics role to a broader role, which is an enterprise effort, requiring a different corporate culture (people skills), process, analytics and tech changes.

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