In today's IT-OT convergence, enterprises around the world are beginning to use the term, digital twin, which is a new way to represent physical assets on the plant or performance level with animated data. However, sometimes it's difficult to know where to start, and if it's the right solution for some businesses. We will cover the current state of asset health and performance data collection using the latest technologies for digital twins to create new solutions for KPI monitoring, event identification, and anomaly detection of business operations.