Big snowstorms have serious implications for city operations, with one lesser-known impact being that the Syracuse Fire Department (SFD) has to shovel all of the roughly 5,700 fire hydrants in the city. The Fire Department recognized an opportunity to track the status of hydrant shoveling in real time and, consequently, to better allocate their resources during a storm. So, SFD approached our Office of Analytics, Performance, and Innovation (API).