Independent analysis of publicly available monitoring data, using machine learning techniques, has produced insights into the performance of the sewerage network which appears to have been beyond the current capacity of the Environment Agency to achieve, let alone water companies. The Environment Agency must improve its capacity to handle the very large volumes of data which will be provided in the course of automated monitoring of water quality and of storm overflows.