The Impact of Data Science on Operators

We're working with a number of operators in europe uh om v which shall be uh some of the smaller prices as well. Some very large global oiling as operators and there you see really the applications are in empowering them to perform first of all the visualization and data access that we mentioned right. We can shave off mobile working application shapes of 50% of the time to perform  and then moving to performance based contract has been having a huge impact they reported 100 improvement on the uptime of the machinery so they doubled the uptime but at the same time lowering their cost and risk.