For the last two years we have been building out an AI-driven anomaly detection service that monitors critical equipment for failure: https://shprd.com https://

For the last two years we have been building out an AI-driven anomaly detection service that monitors critical equipment for failure: https://shprd.com https://shprd.com. We make it possible for small & medium sized companies to be able to get the huge cost and manpower benefits of predictive maintenance as a turn-key solution - connect cheap sensors to motors, boilers, A/C compressors and monitor them for correct behaviour, alert on abnormal performance and before failures (a full list of what we monitor is at https://www.shprd.com/deployment https://www.shprd.com/deployment). We are using various ML modelling methods to understand each sensor's normal operating behaviour - more info on the tech is at https://www.shprd.com/technology https://www.shprd.com/technology We are just coming out of our R&D phase and into full commercialisation. Any critique of the explanation site or other info welcomed!