Transconomy provides cutting-edge tools to state and local transportation agencies for collecting roadway images and automatically extracting assets to create GIS-based infrastructure inventories using Artificial Intelligence (AI). Transconomy identifies assets such as traffic control devices (e.g., traffic signs, signals, etc.) based on Manual on Uniform Traffic Control Devices (MUTCD) for Streets and Highways. It also extracts critical facilities and infrastructure such as safety appurtenances (e.g., guardrails, barriers, fire hydrants, etc.), and other ancillary structures (e.g., object markers, utility and transmission posts and lines, parking meters, etc.) meeting Model Inventory of Roadway Elements (MIRE) specifications recommended by Federal Highway Administration (FHWA).