Lab Services · SQL Server Medallion · Power BI · Enterprise Analytics · Multi-Region
Operational and financial data across multiple source systems leading to duplication and reconciliation challenges.
No unified view into revenue, TAT, productivity, inventory ageing, and quality metrics across labs and regions.
Millions of billing, grading, and inventory movement records with no scalable analytics layer.
Comparative reporting across executive, core lab, and mobile lab dashboards without standardized KPIs.
Scalable ETL, Silver, Golden, and Presentation layers for governed, performance-optimized data processing.
DirectQuery and star schema architecture enabling executive, core lab, and mobile lab dashboards.
Standardized KPIs with dynamic slicing across region, department, lab type, customer, and periods (MTD/QTD/YTD).
RLS for secure region-wise and role-based access; reconciliation, deduplication, audit logging, and quality validation.
Unified analytics across all labs and regions.
Insights into revenue, TAT, productivity, and inventory.
Architecture for incremental scaling and new KPIs.
Higher reporting accuracy via reconciliation and validation.