A nationwide healthcare provider operating a large network of hospitals and clinics sought to improve healthcare data management through centralized data warehousing. Employing over 5,000 staff, the organization delivers round‑the‑clock medical care, diagnostics, outpatient services, and specialized healthcare programs. However, fragmented data systems posed major challenges to both operational and clinical efficiency. Critical information was dispersed across electronic health records, financial systems, billing platforms, and diagnostic tools, making data access slow and inconsistent. Consolidating information for regulatory compliance, patient care reporting, and decision‑making was time‑consuming, limiting real‑time insights and affecting the quality, efficiency, and coordination of he

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