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Adsurgo was tasked by the Food and Drug Administration to implement a data visualization solution and recommend methods to minimize the fleet costs through divestiture or realignment. After significant data cleaning and database queries, we used graphical discovery methods in combination with predictive analytics to find impact in EPA mandate compliance, cars-at-home policy, effectiveness of biofuels, and fleet efficiency. The project resulted in desire to use methodology across the Department of Health and Human Services. We provided FDA with an approach and on-line tool using a cutting-edge data visualization product for their managers to assess fleetwide metrics in near real-time.