Analytical projects aimed at improving production delivered a median ROI of 277%. The ROI for analytical financial projects was 139%. The ROI for analytical CRM projects was 55%. The ROI for BI projects using predictive technologies was 145%.
--International Data Corporation (2003 study of analytical projects)  

Data Warehousing

The first step in the transformation of data into actionable insight is to create a common source through which data can be understood and analyzed to drive greater levels of insight.

 

Solution WarehousignDHSoft’s Data Warehousing solution delivers a comprehensive, centralized and dynamic data repository to transform data into actionable insight.  Our solution provides:

  • A “single version of the truth” empowering data access and analysis across the organization using consistent business rules and data sourcing.
  • Integration of data from multiple disparate sources to create a 360° view of the business.
  • A platform for all business intelligence (reporting, dashboards, KPI’s), analytics and CRM applications.
  • A foundation to apply analytics to drive optimized customer experience and profitability.

 

DHSoft’s data warehousing solution consists of a multi-phased program to implement best practices delivering tactical improvements to existing data environments, with a view toward the client’s overall strategic data warehousing goals and integration with business intelligence, analytics and CRM objectives.  DHSoft’s Data Warehouse best practices ensure that the solution is sustainable over the long term.

 

Components of DHSoft’s Data Warehousing solution include:

  • Data Governance – Data stewardship framework and methodology to ensure the completeness and accuracy of the organizations data.
  • Data Integration – Process of combining data from various sources via standardization, cleansing, matching, linking and the application of business rules.
  • Operational Data Stores – Integrated data repository staging and housing content in its native structure for the Data Warehouse and for operational use.
  • Data Warehouse Architecture – Typically a star schema data structure.
  • Data Marts – Repositories extracted from the Data Warehouse for special purposes or applications.

 
Our Data Warehousing solution provides the following business benefits:

  • Foundational platform for BI, Advanced Analytics and CRM
  • Flexibility of use
  • Timely availability of information
  • Ease of maintenance and expansion
  • Accurate reporting and Business Intelligence analysis
  • Increased productivity
  • Lower operating costs