Transconomy recently partnered with Infrastructure Management Services (IMS) to develop a pavement surface area inventory for the City of Irvine, CA. Transconomy leveraged AI technology to create a digital twin of the roadway network including an accurate pavement surface inventory as well as color coding the relative importance of the roadway segment. The resulting inventory supports an accurate estimation of the required costs for maintenance activities and the prioritization of road segments to assist with the development of an optimized maintenance plan. Thematic maps generated on Transconomy Viewer represent these pavement polygons as color-coded assets indicating the functional class of the roads.