Data Quality

Ventera helps our customers understand the importance of implementing validation processes and tools to ensure data accuracy, consistency, completeness, and timeliness. For Online Transaction Processing (OLTP) systems, we confirm data quality by implementing necessary data normalization to eliminate redundancy; for data warehouse and business intelligence reporting systems, we confirm quality via a data flow process from report definition to publishing of data and reports.

Case Studies

  • DHS management and other stakeholders, such as Congress, regularly request specific program information pertaining to national security.

  • The Department of Veterans Affairs Office of Information and Technology (OIT) faced many challenges with the collection and dissemination of IT performance data, including: