Analytics teams have devoted the last few decades building large and elaborate infrastructures that attempt to gather and harmonize essential business data. These systems are critically important to business. Yet a Forrester study found that 32% of business people felt their enterprise BI applications were too cumbersome to use, 31% have to wait days or weeks for an average BI request, and 45% said the systems didn't contain the data they needed. The study found that on average, 45% of the data business people use now resides outside of the enterprise BI environments. The result is that approximately 63% of business decision-makers are using an equal amount or more of homegrown versus enterprise BI applications.