Discolouration of tap water affected 1,811,121 UK customers in 2020, leading it to be a major cause of complaints about issues related to water quality. Water leaving treatment works however has 99.95% reported compliance, indicating that the water quality must deteriorate within the distribution system. By understanding sedimentation processes in DWDS (Drinking Water Distribution System) and developing tools to map sedimentation zones it would be possible to proactively manage discolouration contacts, resulting in improved service and a significant reduction of regulatory penalties.