software-as-a-service (saas) services featuring software for predicting failure of mechanical assets and optimizing the maintenance of such mechanical assets; saas services featuring a software platform for artificial intelligence (ai)-enabled analysis of vibration and temperature data collected by a remote sensor(s) attached to a mechanical asset(s) and presentation of analytics resulting from the ai-enabled analysis