Leading Health Care Agency Builds a Reliable Foundation for Payroll and Reporting with ETL
A leading U.S.–based healthcare agency managed payroll and analytics across too many moving parts — text files, APIs, JSON, XML, Hadoop, and relational systems. Every run meant hours spent cleaning, loading, and reconciling data. Without a consistent ETL framework, teams struggled with inefficiency, inaccurate reports, and uncertainty about how to scale automation reliably.
That’s where Saxon partnered with them to bring order and speed to their data operations. We helped design a unified ETL framework — complete with reusable templates, control tables, and clear operating standards — to make ingestion and reporting faster, consistent, and audit-ready.
Goals
- Automate data movement and payroll reporting
- Standardize ingestion across diverse source types
- Choose the right ETL tooling and operating standards
- Improve report accuracy and reduce manual effort
Impact Delivered
- Reduced development cost through standards and reusable templates
- Data loading time cut from 1 hour to 10 minutes (daily incremental)
- Better business decisions on an efficient, scalable system with accurate reporting
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