The Predictive Maintenaince System is a platform that uses artificial intelligence techniques to predict machines and equipments failures and problems. Thereafter, the platform autonomously recommends mitigating actions, such as inspection or maintenance. The platform uses real-time data, which also allows continuous monitoring of operational performance.