This white paper elaborates the role of the enterprise search technology as an intelligent retrieval platform for structured data, a role traditionally held by the Relational Database Management Systems (RDBMS). Furthermore it investigates the great possibility by enterprise search solutions to derive insights and patterns by also analyzing the unstructured data, which is not possible to do with traditional data warehouse systems based on RDBMS.