Data61’s award winning infrastructure management capability provides asset owners with data-driven early warning of issues, enabling them to better manage scarce resources. As a leader in data-driven predictive and analytic modelling, Data61 has applied a range of water industry problems including water quality, demand, corrosion, leakage and choke management .Data61 has implemented a new data analysis technique to predict which pipes are most likely to fail and therefore require preventative intervention. Our predictive technique is twice as effective as current industry practice. This translates to millions of dollars of savings every year and less disruption to the public.