A Survey of Lifecycle Management for Artificial Intelligence Systems in Urban Infrastructure Across Long-Term Operations
The survey concludes that urban infrastructure AI should be managed as a long-term socio-technical asset, with continuous validation, model-health monitoring, controlled adaptation, audit-ready governance, and retirement planning integrated into infrastructure operations.