Big Data is a dream come true for many of today’s retail businesses, business intelligence professionals, pundits, analysts, and other industry-watchers. Finally, the thinking goes, we’ll have all of the data we need to tell us everything we ever wanted to know about our customers, our competitors, and our industry.