Utpatti provides scalable predictive maintenance solution that helps industrial maintenance managers succeed by reducing unplanned machine breakdowns and increasing plant production. Our analytics engine takes the existing machine data collected by sensors in smart factories to build AI models in a decentralised approach. This allows us to solve the challenge of data sovereignty in modern predictive maintenance applications and provide better prediction accuracy without transferring the machine data to an external cloud environment.