What changed

NVIDIA, in collaboration with its partners, is expanding the use of physical AI and agentic AI across cities worldwide. This includes deploying AI agents for public services, digital twins for infrastructure planning, and shared computing infrastructure to enable city departments, neighboring municipalities, and local developers to build AI applications without needing to acquire and manage their own resources. The initiative builds on previous announcements made at GTC Berlin.

What this means in practice

Cities are adopting NVIDIA's agentic AI to deliver faster, more responsive public services. For instance, in Spain, 1MillionBot integrates open-source ALIA models with NVIDIA Nemotron and other models to handle municipal procedures, appointment requests, and service inquiries. In the San Francisco Bay Area, LiveX is using NVIDIA Cosmos world models and Nemotron to create conversational AI hosts that understand people's needs and provide answers, tailored to local languages and service needs. Vision AI agents can transform existing city camera feeds into operational insights, helping teams identify mobility and safety issues and coordinate emergency responses. In Wrocław, Poland, K2K is using NVIDIA accelerated computing and Metropolis Blueprint to convert camera streams into actionable intelligence for mobility, safety, and event response. ITMAX in Malaysia is bundling infrastructure and agentic AI applications into managed services, supporting over 17,000 cameras by 2027.

Limitations and availability

The supplied announcement does not specify exact hardware requirements for all use cases, though NVIDIA RTX workstations or small GPU systems may suffice for some workloads. The availability of these AI solutions depends on local deployments and partnerships, with specific implementations varying by city and region. The initiative is part of NVIDIA's broader efforts to bring physical AI, agentic AI, and local AI factories to cities globally, with further details to be shared at the Smart City Expo World Congress.

Source facts for NVIDIA Expands Physical AI and Agentic AI for Global Cities: Building on initiatives announced at GTC Berlin, NVIDIA and its partners are expanding physical AI and AI agents to cities worldwide. In Malaysia, ITMAX bundles infrastructure and agentic AI applications into long-term managed services for cities, including for traffic management. City digital twins can also serve as a real-time operational simulation to facilitate faster decision-making.
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Sources and further reading

  1. nvidia: Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI