Case Studies / Work Examples

Real data engineering work, focused on measurable improvements.

These examples reflect the kind of work WARD DATA is built for: connecting systems, automating pipelines, improving performance, and creating trusted reporting foundations.

Microsoft Fabric

Construction Data Platform Modernization

Implemented a modern Fabric lakehouse architecture connecting project management, finance, and scheduling data into analytics-ready layers.

Bronze / Silver / Gold medallion structure
Dataflows Gen2, Spark notebooks, and pipeline orchestration
Automated refresh patterns replacing manual monthly reporting

Azure Automation

Automated Reporting Pipeline

Built scheduled ingestion and transformation workflows to improve reporting frequency, reduce manual work, and support faster business decisions.

Azure Data Factory orchestration
Fabric capacity lifecycle automation
Watermark-based incremental processing

SQL Server

Mission-Critical Billing Workflow Optimization

Redesigned a high-volume SQL billing process from a slow synchronous workflow into a reliable asynchronous architecture.

Runtime reduced from 30+ minutes to under 30 seconds
Supported thousands of daily transactions
Improved reliability for high-value daily billing operations

Data Lifecycle

Enterprise Data Retention Framework

Designed a SQL-based retention framework for a highly normalized operational database with deep foreign key dependencies.

Adaptive batch deletion strategy
Reduced risk to production stability
Maintained performance across complex relational structures

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Need cleaner pipelines, better SQL performance, or a clearer path into Fabric?

WARD DATA helps turn scattered systems into reliable data workflows your business can actually use.

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