Siemens is the leading cloud-based software for predictive maintenance. It helps manufacturers avoid downtime and save money by automatically forecasting machine failure without the need for expert manual analysis. Its intelligent machine-learning algorithms allow it to be used on any machine from any manufacturer, taking information from existing Industrial Internet of Things (IoT) sensors and platforms to automatically diagnose failures and provide the remaining useful life of machinery.