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Big data has risen to a new level of prominence over the last several years, so much so that outlets have labeled 2012 and 2013 the “years of big data.” The reality is that companies have invested millions, collectively billions, on data management and analytics for years now. Many industries want a faster understanding of more types of data, while others want to democratize it with visualization tools and graphical interfaces. Ultimately, none of these big data initiatives can succeed without the right data architecture, technology tools, security considerations, user roles or responsibilities.

