Big Data provides a source of competitive advantage if organizations can unlock its intrinsic value. To do so requires establishing a cost-effective, governed, and agile data foundation that enables self-service analytics. This allows data citizens to directly query data and extract insights with minimal IT support. Both cultural and technical challenges must be overcome through an enterprise-wide shift in mindset driven by top management and a phased approach to solving technical problems.