Cleaning the top layer of a slow sand filter (the ‘Schmutzdecke’) traditionally means draining the basin, halting production, and sending people in to do it by hand. Every hour offline is lost capacity. Every human entry is a risk of contamination, that shouldn’t have to be taken to keep drinking water flowing.