This service helps clients establish a Data Strategy at the level of the enterprise or of a specific business unit. Very often this is tightly connected to clients' Digital Strategy and Digital Transformation efforts.
Common aspects of a Data Strategy include:
- Recognizing existing shortcomings and desires related to data
- Organization of data as Data Assets and Products ("data mesh") - Identification, documentation...
- Data Governance frameworks - Design, implementation, operation/support...
- Master Data Management - Strategy, implementation...
- Data & Analytics Platform design - Shared data capability design (on-premise, cloud), adoption...
- MDM capability
- Data catalogue capability
- Data acquisition capability
- Data persistence, e.g. data lake
- Data distribution capability
- Data science pipeline development capability
- Data science pipeline execution capability
- Supporting capabilities/services, e.g. NLP services, identity matching services... - Shared Data Services - Service facility design, implementation, operation, adoption...
- Data platform enrichment (dataset scouting, data interfaces)
- Business intelligence development (reports, dashboards)
- Data science pipeline development
- Data quality control development