CivicRank-AI is an AI-powered public infrastructure monitoring system that goes beyond detecting civic issues. It analyzes visual evidence, validates reports, considers location and recurring issues, and assigns an action priority score. The platform also provides a maintenance workflow from reporting and worker assignment to completion evidence and repair verification, helping ensure that reported issues are actually resolved.