The Agentic City is a research collaborative of Cornell Tech's Urban Tech Hub exploring desirable and achievable futures for agentic AI in cities.
Signals are gathered from the crowd.
Curators cluster signals into trends — patterns with a direction and a timeframe.
Cities are moving from one-off AI pilots to coordinated orchestration layers that route tasks, resolve inter-agency conflicts, and handle routine decisions at machine speed — the early shape of an agentic municipal operating system.
AI plan checkers are compressing permit review from weeks to hours, unlocking housing production and reducing planning department backlogs without equivalent headcount growth.
Machine learning is giving cities the ability to see infrastructure failures before they happen — shifting capital budgeting from emergency repairs to proactive long-cycle investment.
Dispatch AI, predictive routing, and real-time population vulnerability mapping are compressing emergency response times and enabling proactive harm reduction that would be impossible to staff manually.
Cities are applying AI to the allocation of constrained budgets and service capacity — routing workers, engaging residents, and simulating fiscal scenarios in ways that improve efficiency and equity simultaneously.
Trends are woven into forecasts — a strategic, big-picture view of plausible futures for cities.
Explore the entire forecast graph. Search or filter by domain, then click any node to read the full entry.
Three ways in — catch a signal as you browse, file one directly, or just follow along by email.
See something worth flagging while you're browsing? Catch it in one click. Drag this button to your bookmarks bar — it pre-fills the form with the page URL, title, and any text you've highlighted.
Have something specific in mind? Use the signal form to add your observation with full context — source URL, category, and your own read on what it means.
Prefer to watch from the sidelines? Get the latest signals, trends, and forecasts by email as they're published.
Define the field
Catalyze innovation
Build accountability
Map pathways to scale
Based at Cornell Tech's Urban Tech Hub in New York City, The Agentic City bridges the gap between high-level AI governance vision and on-the-ground municipal implementation. We help cities envision, specify, and build capabilities to address strategic AI opportunities and challenges on the horizon.
About the initiative →