Case Study: MD Clarity streamlines FP&A and reporting with Jirav

A Jirav Case Study

Preview of the MD Clarity Case Study

Optimizing FP&A Processes and Data Consistency

MD Clarity, a healthcare revenue cycle management company focused on price transparency and insurance contract analysis, was struggling to manage growing FP&A demands with QuickBooks exports and a complex Excel model. As requests from investors increased, the team lacked a centralized source of truth for forecasting, budget-to-actual analysis, and consistent reporting. To address this, MD Clarity turned to Jirav for FP&A and budgeting support.

With Jirav, MD Clarity consolidated financial data into a single system, eliminated manual spreadsheet work, and improved board and investor reporting consistency. The platform enabled driver-based forecasting, headcount planning, and faster budget creation, helping the company finalize a board-approved budget within three months and build a complete budget template in just two weeks; financial reports and board packages could also be generated in seconds instead of hours.


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MD Clarity

Sean McLarney

Controller


Jirav

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