Information derived from quality data is essential to sound decision making. The importance of data quality is often underestimated in data migration and integration solutions. Even after years of project failures and mounting evidence, data quality is still the number one cause of data warehouse failure. A robust data quality program is the bedrock of any data migration or integration project. Let us assist you in navigating the pitfalls that poor data quality presents.

Don’t be another statistic. Understanding your data is vital to the success of any data integration. Understanding anomalies early is the key to managing your risk exposure. Focus on data early. Focus on data now.

Data Quality Functional and System Assessments
Data profiling
Business rule determination
Data defect detection systems
Business rule auditing and management systems
Cost of quality determination

Data Quality Program and Project Management
Control point integration with existing development methodologies
Information quality maturity assessment
Assessment, monitoring, development, mentoring
Team recruitment, formation, and development
Data management methodology
Tried and true best practices
Six sigma quality program integration

Vendor Management
Evaluation, facilitation, selection
RFI, RFP, proof of concept, pilot
Best of breed, integrated vendor, single vendor solutions