This document discusses how data analytics can add value to business data by polishing it like a rough diamond. It provides examples of analytics that can optimize strategies like cross-selling by identifying patterns in sales data. Additional examples include campaign performance analysis to optimize campaigns, hotspot analysis to prioritize high potential areas, and social media user segmentation. A variety of other potential analyses are also listed.