Municipal stormwater departments invest significantly in hydraulic models. These SWMM, InfoWorks, or MIKE models represent years of engineering effort calibrated against monitoring data, validated through design storms, and refined through successive planning studies. Yet for most utilities, these models sit dormant between projects, producing static reports that become outdated the moment they’re printed. The problem isn’t the models themselves. It’s how we use them.

interactive water utility dashboards and reports with infinitii flowworks API and Power BI

Machine learning software offers a proactive path to water infrastructure resilience