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Modernizing Sales Analytics with Microsoft Fabric

Case Study
Microsoft Fabric

Impact

A leading e-commerce mattress company with a nationwide customer base faced delays in accessing important sales, commission, and target data. By modernizing its analytics system on Microsoft Fabric, Blackstraw enabled near-real-time sales visibility, simplified data operations, and improved decision-making across sales and leadership teams without disrupting existing reporting workflows.

Background

The client managed various product lines and high transaction volumes across digital channels. Its sales analytics system relied on Azure Data Factory, SQL Server, and Power BI, which had become increasingly complex and slow to respond to business needs. Delays in data refresh limited timely access to sales performance, commissions, and targets. Relying on third-party operational data providers further restricted responsiveness.

As the business grew, leadership needed a more unified, flexible data platform that could deliver faster insights while ensuring strong governance and security. Blackstraw teamed up with the organization to modernize its sales analytics foundation using Microsoft Fabric as a unified, end-to-end data platform.

Solution Highlights

Microsoft Fabric Lakehouse with Medallion Architecture: Migrated sales data to a Microsoft Fabric Lakehouse using a medallion (bronze, silver, gold) architecture built on Delta Lake, enabling scalable and structured data processing.

Near–Real-Time Operational Data Ingestion: Developed a custom REST API to ingest operational sales data directly, reducing dependency on third-party data providers and enabling faster data availability.

Fabric-Native Data Pipelines and Dataflows: Leveraged Microsoft Fabric Data Pipelines and Dataflows for ingestion and transformation, simplifying orchestration across the data lifecycle.

Integrated Analytics and Governance: Delivered tightly integrated Power BI reporting while enforcing enterprise-grade security using Microsoft Entra ID, RBAC, and data encryption.

Key Benefits

Unified Sales Data Platform: Consolidated the entire sales data lifecycle – ingestion, transformation, analytics, and reporting, onto a single Microsoft Fabric environment.

Faster, More Reliable Insights: Improved the timeliness and accuracy of sales performance, commission, and target reporting for business stakeholders.

Improved Data Agility: Simplified data operations and enabled faster adaptation to changing business requirements through Fabric-native tooling.

Strong Governance and Security: Implemented consistent access controls, authentication, and encryption across the unified platform to support secure, enterprise-grade analytics.

Microsoft Fabric
Case Study