You may have advanced analytics checking your assets and performance but at the end of the day if the nuts and bolts of your system are not working or sensors are out of calibration then it won’t matter how much you analyse it something physical needs to be checked ! A tailored preventative approach will compliment and assist to avoid costly equipment failures.