The onetowin data management consultants can assist you with
- architecting the design of the solution (model, components, integrations);
- the deployment and operation of systems that deliver operational data assets for analytics purposes;
- taking measures to obtain the required data quality by
-
defining a business glossary for business and technical definitions;
-
establishing relationships and defining workflows between datasources and systems;
-
setting up data catalogs that integrate data sets from various sources and provide access to underlying metadata;
-
implementing data lineage that tracks data from its origin to destination across the different data flows and applications;
-
mapping of source-to-target columns with the associated transformations and data cleansing;
-
integrating with other (external) systems, platforms and data services;
-
automating the validation, remediation, monitoring of data governance rules;
-
the discovery and mapping of sensitive data for compliance and audit standards.
-
Data management is more IT-driven, in contrast to data governance.