Predictive maintenance software uses data science and predictive analytics to predict the state of equipment, and to estimate when they might malfunction, so that corrective maintenance can be scheduled before the point of failure.

Cognos is a business intelligence performance management tool from IBM that allows technical and non technical employees in an organization to analyze, extract and create interactive dashboards that helps in taking data-driven key decisions.

Maximo is an Enterprise Asset Management (EAM) software suite offered by IBM, which provides a centralized integrated platform to manage and control critical monitoring, maintenance, and work processes across the whole business.