John Brown presented a paper on Realtime Telemetry Quality. An important of Digital Research is to continue to develop the collaborations between Research Technologists looking for novel methods, results and insights. John’s paper’s summary: Ofwat, The Water Services Regulation Authority, requires water companies to make better use of telemetry data and demonstrate they understand the uncertainty in the quality of this data. Current trends demand increased real-time visibility of information and make greater use of advanced data-driven technologies. However, the sheer scale and complexity of water industry telemetry systems presents a significant data quality challenge.