The need for operational efficiency in industrial settings is essential, especially for organizations like Tata Steel, where unplanned maintenance can lead to substantial financial losses. In order to transition from reactive to predictive maintenance, Tata Steel’s Asset Monitoring and Diagnostic Center (AMDC) works on identifying the most impactful use cases, and in collaboration with Xomnia, they build data tools to achieve this. This initiative reflects a commitment to leveraging technology for operational excellence and cost savings.