Client Data Analysis and Reporting with Microsoft Fabric

The Challenge

A client required an end-to-end data processing and reporting solution to efficiently extract, transform, and analyse business data. The existing system faced:

• Inefficient data processing – Large datasets required structured, scalable pipelines for transformation.

• Limited data tracking – No system in place for incremental data changes and refresh cycles.

• Manual reporting bottlenecks – Reporting processes lacked automation and integration with analytics platforms.

The Solution

Wiz Digital Services implemented Microsoft Fabric for seamless data integration, transformation, and reporting, ensuring real-time insights and enhanced reporting workflows.

Key Actions:

• Organised data using Medallion Architecture, structuring datasets into bronze, silver, and gold layers for improved data governance.

• Built incremental ETL pipelines to track key data changes and automate refresh cycles.

• Deployed a custom API to extract curated gold-layer data and integrate it into Power BI.

• Set up an automated email notification system to alert teams in case of pipeline failures.

• Implemented vacuuming processes to remove unused and untracked files, optimising storage efficiency.

• Published reports to Microsoft Fabric Workspaces, allowing end-users to access real-time analytics.

The Results

By modernizing data extraction, transformation, and reporting workflows, the client successfully:

• Structured and optimised data – Using Medallion Architecture, data was organized for efficiency and accessibility.

• Automated incremental data processing – Regular refresh cycles ensured up-to-date reports with minimal manual intervention.

• Enabled real-time business insights – Power BI dashboards provided interactive visualizations for data-driven decision-making.

• Improved storage efficiency – Vacuuming processes removed redundant files, maintaining optimal database performance.

  
  

Technical Stack

• Microsoft Fabric – Data integration and analytics platform for managing ETL workflows.

• SQL Server – Source database for client data extraction and transformation.

• ETL Pipelines – Incremental data tracking and automated refresh cycles.

• Medallion Architecture – Bronze, silver, and gold-layered data structuring.

• Power BI – Reporting, visualization, and analytics for business insights.

• Custom API – Extracting curated gold-layer data and integrating with Power BI.

• Azure Data Factory (ADF) – Orchestration of data movement and transformation.

• Email Notifications – Automated alerts for pipeline failures.

• Vacuuming Process – Cleanup of unused files for optimal storage efficiency.

  
  

Why Choose Wiz Digital Services?

We provide scalable, high-performance data engineering solutions, helping businesses optimise data processing, automate insights, and streamline reporting workflows.

Leverage real-time analytics and automation for better decision-making.