@Erik Hupje do you have more info, or examples of, on using RPN as I agree with your comment in regards to the benefits of it's use. I am currently employed as a Contractor Site Manager offering contract tradespersons to our client and they are stuck in a very reactive culture, yet won't admit it. I would be very interested in seeing an example of a RPN to learn more about the scoring. I am aligned with your thinking and logic in your "Road to Reliability" documents and want to use more to try and develop a more proactive culture at the site. It is often very difficult to get owners to listen when you are "only a contractor" so I would also be interested in hearing more if others have experience with leading a client from the eyes of a contractor versus client driven programs. Of course to do this the more data points and logically thought through initiatives, the higher the chance to succeed or proceed down the "Road to Reliability".