NVIDIA 詳述 AI 智能體在 EMEA 城市營運中的部署

Cities and local software, infrastructure and integration partners across the EMEA region are using NVIDIA accelerated computing to build physical AI agents and digital twins for urban operations, NVIDIA said in a blog post published October 14, 2026. The post is part of NVIDIA’s GTC Berlin 2026 Europe news series.

Software partners ABA Technology, Akila, Galene AI, Honeywell Technologies, K2K, Linker Vision, Milestone, Onetera, ThinkDeep and Younite are using NVIDIA physical and agentic AI to develop solutions for city operations and public services. NVIDIA said the applications can anticipate maintenance needs, guide urban planning and make public services more responsive. The projects span Belgium, Finland, France, Italy, the Netherlands, Poland, Sweden, the U.K. and elsewhere.

NVIDIA said its Cosmos open models and the NVIDIA Metropolis Blueprint for video search and summarization (VSS) help agents interpret video and identify conditions that need attention, such as traffic congestion, equipment condition, underused spaces and safety hazards. The company’s Nemotron open models enable developers to build agents that reason over information, respond in natural language and deploy digital twins with Omniverse libraries.

U.K. Projects with K2K

In the Liverpool City Region, K2K is exploring how to build AI factories using NVIDIA accelerated computing, Cosmos and the VSS blueprint to support urban planning and public services, with applications for mobility and safety in testing. The Island of Jersey is working with K2K to strengthen decision-making, mobility and urban planning while advancing clean energy and public services. Innovation City Belfast is exploring a pilot with K2K focused on smart mobility, transport systems, citizen safety and event and response management.

Sovereign Digital Twin in France

The Department of Côte-d’Or, Akila and ThinkDeep built operations agents that combine sensor, infrastructure and historical data in a sovereign digital twin using NVIDIA Nemotron, Omniverse and accelerated computing, with Cosmos adoption planned for video data. The agents operate across more than 500 public buildings, supporting energy, compliance, safety and climate resilience. NVIDIA reported that the deployment cut document search times from weeks to minutes and reduced total operating costs by 10%, with a stated target of 30% at scale.

Port Sud de France in Sète is working with ThinkDeep’s agentic platform, which uses Cosmos and Nemotron to analyze cargo and safety data, coordinate operations and guide the secure handling of hazardous materials.

Milan AI Factory and Antwerp Port Testing

In Italy’s Milan region, Galene.AI, Dell Technologies and TD Synnex are deploying an NVIDIA-powered, locally operated AI factory, starting with Cinisello Balsamo and planning expansion to four additional municipalities. Services include real-time translation, citizen chatbots and assistance with procurement and funding. NVIDIA said the applications aim to simplify administrative work and help people access municipal data in seconds instead of hours, while keeping local governance of data.

At Belgium’s Port of Antwerp-Bruges, Milestone and Dell Technologies are testing how agentic vision AI technologies, using NVIDIA Cosmos and the VSS blueprint, could support complex use cases such as oil-spill warnings by training models with synthetic data to prepare for incidents where real-world data is scarce.

Nordic Digital Twin Work

In the Nordics, Younite is developing a digital twin experience with NVIDIA Omniverse libraries for Gothenburg, Sweden, as part of the EU’s Citiverse initiative. The project is focused on helping cities simulate changes and improve accessibility by providing event entrance previews, plus seating and crowd conditions, before arrival.

In its own press release, Younite said the strategy is to build a reusable, smart foundation that other European cities can adopt in a simple and resource-effective way. “The same foundation that trains robots and autonomous vehicles can help cities prepare for emergency situations, support defense readiness, or optimize production in industry,” Younite CEO Afa Heikkinen said. The company said crowd management and emergency response are the next use cases on its roadmap.

Younite has also built NVIDIA Isaac Lab digital twin training environments for two large Nordic manufacturing companies, where humanoid robots are trained through reinforcement learning on realistic digital twins before any work happens in the real world. Heikkinen described the pattern as building a digital twin connected to real-world data, training and proving the system safely in simulation, and only then moving it back into the real world.

Dubai Deployment and Local AI Factories

Elsewhere in the region, Honeywell Technologies is deploying Forge Cognition, powered by NVIDIA Nemotron, Cosmos, Omniverse and the VSS blueprint, at the Dubai Fairmont Hotel to connect AI agents with building systems and improve reliability, energy efficiency and operations.

NVIDIA said that for European cities, scaling from pilots to everyday operations requires infrastructure that can process local data, customize models and run AI agents. System builders and infrastructure partners Cisco, Dell Technologies, HPE, Lenovo and Supermicro are packaging NVIDIA accelerated computing, networking and storage into locally operated AI factories. According to NVIDIA, these systems let cities customize and run intelligent applications locally while retaining control of their data, models and operations.

Nebius and Net Zero Compute are part of the broader ecosystem building AI factories designed to accelerate deployment and reduce costs for agentic services. EY and Accenture provide the integration and operational expertise to connect applications with city systems. NVIDIA said their work helps cities build repeatable deployment blueprints that can be adapted across departments and expanded as local needs grow. The company framed the projects as pointing toward a broader ambition of adapting agentic applications to local needs and extending them across departments and into neighboring municipalities and countries, naming Wroclaw, Poland, as one example.

NVIDIA and its ecosystem will present physical AI, agentic AI and local AI factories for cities at Smart City Expo World Congress, running November 3–5, 2026, in Barcelona. Younite said it will exhibit at NVIDIA GTC Berlin from October 20–22, 2026, and at the Barcelona expo at Hall 3, Stand D71.