When connected to operating data, first-principles modeling can reveal insights that are impossible to measure directly. Predictive Asset Optimization merges rigorous simulation with predictive analytics to improve asset availability and efficiency. This presentation will explore use cases in online simulation with a focus on the business value of integrated solutions and a guide to getting started in AVEVA software.