In this conference paper we introduce a prototype application that links the RAM analysis toolbox with modern industrial IoT platform. The prototype application has been tested with general test data and with two use cases. The selected use cases were Hydro Power Plant and Sawmill which represent significantly different properties from RAM point of view. The goal was to enable RAM analyses as a continuous process during the whole system lifetime and to study ways to enhance predictive analysis methods using modern IoT applications. The work was carried out in ITEA project Smart-PdM - "A Smart Predictive Maintenance Approach based on Cyber Physical Systems" years 2019-2021. The project was funded by Business Finland.