Despite the lucrative potential of data Analytics, many companies struggle to produce a return on an initial investment.  Why?  Because of the challenge of getting all the needed components working in concert.  After more than two decades helping clients deploy successful analytics solutions Elder Research has learned that five technology components are essential to applying analytics.