Chorus is a simulation analytics product for engineers that integrates metadata analysis, post-processing and simulation data management. The software allows engineers to discover trends and anomalies in computational fluid dynamics (CFD) studies and simultaneously gain insight into the underlying, fluid-dynamic phenomena that cause these variations. It integrates analysis and quality assurance processes with flexible features that are designed to manage, analyze and visualize large amounts of metadata, identify trends and anomalies, and link them to the underlying physics. The software allows engineers to analyze data from one to thousands of simulation cases simultaneously, and incorporates an easy-to-use simulation data management system for both test and computational data. The simulation analytics tool also promotes greater collaboration and efficiencies among teams of engineers, allowing them to archive and share large sets of simulation data to enhance teamwork and avoid duplicating work.