In many water-scarce locations, cities will need to reduce their freshwater withdrawals in order to adapt to the changing climatic conditions of the Anthropocene, reduce the risks of ‘Day Zeros,’ and reduce the disruption to the global hydrological cycle. This paper shows that it is possible for water utilities to make dramatic reductions in raw water withdrawals without proportionally large increases in system-wide costs.