Manufacturing companies can use Operational Analytics to monitor heavy machine operations. They can deploy an Analytics-powered Predictive Maintenance framework to collect, manage, and leverage intelligent data usage. This framework allows the companies to focus on asset health and perform services and repairs based on the asset’s proclivity to failure to meet prescribed performance objectives. The ultimate purpose of Predictive Maintenance is to predict when the equipment might break down, followed by preventing the machine failure through regularly scheduled and corrective and preventive maintenance activities.