HMU Design provides data-driven maintenance solutions for industrial assets. These scalable and predictive solutions are derived by integrating physics-based simulations with real-time operational data using Machine Learning and algorithms. At HMU Design, we foster innovative thinking for challenging problems. We have come up with innovative solutions that significantly cut computation time for structural and fluid dynamics systems and derive Physics Based Operational Digital Twin (PBO-DT). Our digital twin surpasses the current market capabilities by taking over structural and fluid dynamics related industrial problems. This powerful twin is utilised as a Decision Making Tool that can provide detail level asset information, which enable predictive measures.