Contracted to a team lead by a smart city expert (Delos Delta) and informed by an IoT sensor specialist (Saphi) the Urban Intelligence team through Purdon provided data and analytics services to support the establishment of baselines. The project included combining hundreds of millions of 3D spatial data points from five sites measured at a per second scale. Our team built an analytical framework, created a virtual database, deconflicted AI hallucinations, and established query structures to extract insights. These insights included descriptive, diagnostic and limited predictive analytics to inform a needs report led by Delos Delta.