Data Discovery, dashboards and visualization are among common ways of delivering business analytics to end users which is noticeable by the popularity of desktop discovery tools such as Tableau & Qlikview. For the most part, visualization does a great job of summarizing information in an interactive and graphical format. Is it, however, robust and rich enough to act as a substitute for enterprise business intelligence?