Master data management (MDM) strategy, metadata management, and reduction of information silos.

Implementation of data governance frameworks, active catalogs, and quality policies.

End-to-end data quality, lineage, and traceability management using specialized tools.

Data management regulatory compliance: GDPR, ISO 8000, and applicable industry regulations.

Design of modern data architectures: Data Mesh, Data Lakehouse, and Data Fabric, depending on the context.