Should You Outsource Data Warehousing: A Checklist

However, developing that ability can be an expensive and confusing endeavor, involving new customer database design and implementation; advanced analytical processes; and methods to leverage data and knowledge through traditional and electronic channels of communication and commerce. Trying to build these capabilities internally often leads to ineffective customer relationship management (CRM) applications—and sometimes overall failure and consequent financial losses.