ETL / DWH design and integration

Data Architect or DWH Analyst designing data integration from multiple data sources can not only get the information about available tables, views or definitions, but using Quality can also quickly get the understanding what is the data content, quality and issues in the source databases or tables. Furthermore ETL Designer can get a quick insight and identify if inconsistent representations of the same information exists in specific data sources.

Migration and integration

The data profiling capabilities of Quality enables understanding of integration teams how the data is stored in the source systems, what is the content, how is defined the same information in source and target systems. As a result, Quality significantly improves effectivity and quality of new systems data architecture and migration initiatives by understanding whether the source data is fit for purpose in terms of structures, definitions and quality, and what exactly are the discrepancies.

Quality management

Quality provides the ability to rapidly and automatically analyze, profile and regularly measure data. Traditional (semi-)manual approaches are time consuming, expensive and error prone. Quality enables both business and technical users to swiftly analyze critical data, compare it either to the business requirements or to the data definitions and initiate the quality improvement processes by realizing the gaps. Additionally, users can anytime analyse the changes in data during the time by using the Quality trend monitoring feature.

Reporting

Data profiling capabilities of Quality enables understanding of integration teams how the data is stored in the source systems, what is the content, how is defined the same information in source and target systems. As a result, Quality significantly improves effectivity and quality of new systems data architecture and migration initiatives by understanding whether the source data is fit for purpose in terms of structures, definitions and quality, and what exactly are the discrepancies.

Testing support

For both the technical System Integration Tests and business User Acceptance Tests, application of Quality features provides a wide variety of advantages. While the SIT phase can be dramatically improved by automated regression tests (e.g. after implementation of a new functionality), the fully automated comparisons can notably reduce the work efforts and duration of the UAT phases.