Skip to main content
National credit bureau, KSA · Financial Services

Enterprise Data Warehouse

Star-schema warehouse with SCDs, 50+ Alteryx workflows, Power BI semantic layer. 80% faster reporting, 100% audit-ready.

The Challenge

A major financial institution was operating with over 10 disconnected systems and 100+ manual Excel reports, resulting in week-old data and conflicting metrics across departments.

Our Solution

We designed and implemented a comprehensive enterprise data warehouse from the ground up, transforming their entire data ecosystem.

Architecture. A robust star schema with Slowly Changing Dimensions (SCDs) to support both historical analysis and real-time reporting.

ETL/ELT. 50+ Alteryx workflows to automate data extraction, transformation, and loading with complete error handling.

Analytics. A Power BI semantic layer with 150+ calculated measures to ensure metric consistency.

Governance. Implemented row-level security, data classification, and complete audit trails for regulatory compliance.

Impact

The new warehouse cut reporting time from five days to same-day and put the institution on a 100% audit-ready compliance footing — eliminating the conflicting metrics that had previously dogged cross-department reporting and giving every business unit a single source of truth.

Tech stack

Star schema (SCD2) · Alteryx · Power BI · ABAC + RLS

Related case studies

All case studies →
Building a similar system?

Let's talk about what that looks like for your context.

Thirty minutes. No deck, no pitch.

Take a free assessment