This document discusses using VIVO to automatically generate organizational charts from linked data. It describes how the program was designed to create charts for institutions using over 100 graphs created for the University of Florida. The initial charts uncovered data problems and generated interest. The program has evolved and can now find all sub-organizations of UF and will be extended to show relationships between people and their affiliations. An interactive demo is available online.