Service
Enterprise Data Warehouse Development
Medallion-architecture warehouses and lakehouses with clear Bronze, Silver and Gold layers and BI-ready subject areas.
Business challenges
- Multiple systems and sites with no consolidated view
- Reports that disagree on the same KPI
- Analytical queries slowing down operational systems
- Unclear data ownership and history
Proposed approach
- 01Define subject areas and business glossary
- 02Design Bronze–Silver–Gold layers and conventions
- 03Model facts and dimensions for analysis
- 04Optimize storage and queries for the platform
Technical solutions
- ClickHouse EDW on Medallion architecture
- SQL Server data warehouses
- dbt gold models per subject area
- Lakehouse patterns (Databricks / Microsoft Fabric)
Deliverables
- EDW architecture and diagrams
- Layered warehouse implementation
- Gold datasets for finance, procurement, inventory, sales
- Performance tuning notes
Expected business value
- One version of the truth across units
- Faster analytics without burdening source systems
- Clear lineage for audits and change
Outcomes depend on each organization's data, systems and context; these describe the value the approach is designed to deliver.
Related experience
Business & Project Collaboration
Have a Data, Analytics or Digital Transformation Project?
Looking to modernize your data infrastructure, build an enterprise data warehouse, automate business reporting, or implement intelligent business analytics?
Let's discuss your requirements and explore how I can help turn your business challenges into practical technology solutions.
Engagements I can discuss
- Enterprise Data Engineering Projects
- Data Warehouse & Lakehouse Implementation
- Power BI & Superset Development
- Business Intelligence Consulting
- ERP Data Integration
- Reporting Automation
- Digital Transformation Initiatives
- Analytics Architecture & Strategy
- Technical Consulting & Collaboration
Inquiries are handled personally and confidentially. I take on engagements as an independent professional, not as a registered consulting firm.