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Case studies & engineering notes

How we design, migrate and automate data platforms on Azure Databricks — with the architecture and results behind each engagement.

Case Studies

Real engagements, real results

Client names are kept confidential; the engineering, the numbers and the lessons are not.

Case StudyHealthcareMigration & Automation

From a 14-Hour Manual Job to a Fully Automated Pipeline

How we rebuilt a large U.S. health insurance provider's monthly member-segmentation process on Azure Databricks and Azure Data Factory — cutting runtime by roughly 68% and removing manual effort entirely.

Jay, Senior Data EngineerAugust 10, 20267 min read

Outcome

≈68% faster

monthly runtime, zero manual runs

Azure DatabricksPySparkAzure Data FactoryPower BI

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