Risk Visualization and Simulation IBM Research

The goal of this work is to investigate interactive visual analytics for Governance, Risk Management, and Compliance (GRC). GRC data in IBM OpenPages is based upon defined business processes and risks along with controls for those risks. Several visualizations have been created, including a graph-based GRC object representation that can be used to spot structural anomalies in the data and a visualization of a Monte Carlo simulation showing the impact of uncontrolled risks.


Steven L. Rohall, Eser Kandogan, Alvitta Ottley, Youssef Drissi, and Shubir Kapoor


IBM OpenPages and D3