Case Study

Enterprise Data Platform

Azure Data Factory pipeline unifying 5+ source systems into a Medallion Architecture data lake — powering real-time dashboards for a 7,000+ employee firm.

Azure Data FactoryAzure Data Lake Gen2SQL ServerQualtrics APIPower BIParquet
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What you're watching

This animated walkthrough shows how we unified data from 5+ disconnected systems into an automated cloud data platform with quality gates, delta detection, and a Medallion Architecture.

Watch the data flow from source systems through transformation to Power BI dashboards.

Key outcomes

5+ source systems unified
Daily automated execution
Quality gates with ±15% threshold
Medallion Architecture (Bronze→Silver→Gold)

The problem

Data trapped in silos

Critical business data scattered across 5+ disconnected systems — Workday, Qualtrics, APS, file servers, Great Plains.

Manual spreadsheet exports

Finance teams manually export data, copy-paste into Excel. Slow, error-prone, not scalable.

No single source of truth

Leadership has no unified view of firm-wide performance. Reports conflict and are always outdated.

No automation

Every report requires human intervention. No scheduled pipelines, no quality checks, no delta detection.

What we built

Automated ingestion

Azure Data Factory pipelines connect all 5+ sources and ingest data daily at 2:00 AM AEST automatically.

Quality gates

Row count checks with ±15% threshold protection. Pipelines halt on anomalies — no bad data reaches dashboards.

Medallion Architecture

Bronze (raw landing) → Silver (cleansed & modeled with star schema) → Gold (analytics-ready for Power BI).

Real-time dashboards

Power BI dashboards across Finance, Clients & Markets, and People & Culture — powered by the unified data lake.

Who this is for

Large enterprises

Organisations with data trapped in multiple disconnected systems needing unification.

Professional services firms

Accounting, legal, and consulting firms needing automated reporting across business domains.

Data & analytics teams

Teams building data platforms with quality gates, delta detection, and Medallion Architecture.

Need a unified data platform?

We design and build enterprise-grade data platforms that unify messy, scattered data into clean, reliable, automated analytics pipelines.

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