Defining a Modern Data and Analytics Strategy with Microsoft Fabric for a University Medical Center

Overview

VNB Consulting partnered with a leading university medical center to define a modern data and analytics strategy that would bring together clinical and financial information from multiple disconnected systems. The engagement delivered a roadmap for a unified Microsoft Fabric-based data platform designed to improve reporting consistency, strengthen data governance, and create a scalable foundation for enterprise analytics and future AI initiatives.

Customer Profile

The customer is a leading U.S.-based university medical center that combines clinical care, medical education, and research within a complex healthcare ecosystem. Operating across multiple specialties, departments, and care settings, the organization supports a broad network of physicians, caregivers, researchers, and administrative teams responsible for both patient outcomes and operational performance.

Customer Situation

As the university medical center expanded its clinical and financial operations, critical data remained distributed across multiple EHR, practice management, and revenue cycle systems. This fragmented landscape made it challenging to establish a consistent view of information across the organization and created barriers to standardized reporting and performance measurement. As reporting demands increased, stakeholders recognized the need for a more scalable approach that could support trusted insights across both clinical and financial domains.

The organization sought a modern data strategy that could bring together information from disparate source systems while establishing consistent KPI management, stronger data stewardship, and scalable analytics capabilities. Leadership also wanted a future-ready architecture capable of supporting AI-driven insights and innovation while maintaining appropriate security, governance, and compliance controls.

Our Offering

VNB Consulting conducted a healthcare data and analytics discovery engagement to define a modern strategy for unifying clinical and financial information, strengthening governance, and preparing the organization for scalable analytics implementation.

  • Aligned business and analytics priorities through engagement with clinical, revenue cycle, and IT stakeholders, helping identify key reporting requirements, performance measures, and strategic objectives.
  • Designed a future-state Microsoft Fabric architecture leveraging Medallion architecture, Power BI reporting, and Microsoft Purview governance capabilities to bring together clinical and financial data into a unified platform, supporting trusted reporting, scalable analytics, and improved organizational visibility.
  • Defined a data governance framework focused on data stewardship, reporting consistency, lineage, security, and compliance to strengthen trust in enterprise data assets.
  • Established a standardized KPI framework for clinical and revenue cycle analytics, helping create a consistent approach to performance measurement and executive reporting.
  • Recommended VNB's Clinical Analytics Accelerator and Revenue Cycle Analytics Accelerator to accelerate implementation and time-to-value through pre-built KPI frameworks, analytics models, dashboard templates, and healthcare industry best practices.
  • Delivered a phased modernization roadmap outlining architecture, governance, analytics priorities, and implementation recommendations to support long-term growth, innovation, and AI readiness.

Key Outcomes

  • Established a clear strategy for unified clinical and financial reporting.
  • Defined a scalable Microsoft Fabric roadmap for analytics and AI readiness.
  • Standardized KPI frameworks across clinical and revenue cycle operations.
  • Stronger framework for governance, stewardship, and compliance
  • Accelerated implementation planning with VNB’s healthcare analytics accelerators