In this ebook we will explain why crowd-sourced vision can be a game changer for cities and provide the vision that physical fixed devices or in-person inspections can’t deliver. We will also discuss how artificial intelligence can help transform vision from a reactive source of service delivery to a proactive, powerful tool that brings better service to constituents. In short, crowd-sourced vision helps cities: