Experienced maintenance professionals can understand if a machine is healthy or not by walking up to it and using their senses – hearing, touch, smell, and sight. But, this skill doesn’t scale when there are more plants than experts. This short-read paper – a TechINSIGHT - shows how IoT maintenance solutions are helping machine analysts be in multiple places at once. It includes recordings of a failing bearing so you can hear for yourself.