Frequently the most immediate financial return we can get from gathering data from things (and making decisions on that data) is from existing installed assets, rather than new build projects. The problem is that those assets often have not been designed or installed with monitoring in mind. This talk examines such a project in the Electricity Distribution business, and the critical challenges imposed by dealing with the practical problems of what is already installed, rather than assuming a clean sheet of paper.