Condition-based Monitoring (CbM) can significantly reduce maintenance and disruption costs in industrial settings. CbM involves three key technologies−sensing, connectivity and AI. This paper focuses on sensor and connectivity technologies, which need to be identified before choosing a suitable architecture for a predictive maintenance system.