- Apply security access control and governance
- Build semantic layer and KPI model
- Create technical documentation and knowledge transfer
- Define and validate KPIs with business owners
- Define conformed dimensions and market variations
- Design and build data integration and transformation pipelines
- Ensure data quality, validation, and monitoring
- Profile source data quality and reconciliation
- Support business ontology integration
- Support production readiness and deployment
- Translate KPI definitions into reusable data models