We argue that Genetic Improvement can be successfully used for enhancing road trac data mining. Œis would support the relevant decision makers with extending the existing network of devices that sense and control city trac, with the end goal of improving vehicle ƒow and reducing the frequency of road accidents. Our position results from a set of preliminary observations emerging from the analysis of open access road trac data collected in real time by the Birmingham City Council.