A predictive simulation platform with integrated common data environment (CDE) capabilities enabling consultants to deploy connected project solutions using structured asset data and AI. The platform can create virtual representations of physical assets and processes to visualize early-warning alarms, run "what-if" simulations, and plan preventative maintenance.