Water supply and wastewater disposal networks have a long service life and thus require long planning horizons. How can the services they provide be assured for future generations? How are we to deal with the associated uncertainties? How can sustainability be included in our planning procedures using quantitative methods? These questions were addressed by Eawag as part of National Research Programme 61.