--- title: Cities Worldwide Build and Scale AI Services With NVIDIA... description: Cities worldwide are deploying NVIDIA physical and agentic AI for public services, traffic and infrastructure planning. In Spain, 1MillionBot combines open... canonical: https://daily.dev/posts/cities-worldwide-build-and-scale-ai-services-with-nvidia-physical-and-agentic-ai-b8wqia0bp twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI | daily.dev og:description: Cities worldwide are deploying NVIDIA physical and agentic AI for public services, traffic and infrastructure planning. In Spain, 1MillionBot combines open... og:url: https://daily.dev/posts/cities-worldwide-build-and-scale-ai-services-with-nvidia-physical-and-agentic-ai-b8wqia0bp og:image: https://api.daily.dev/og/posts/B8wqIa0bp.png og:image:alt: Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI **[NVIDIA](https://daily.dev/sources/nvidia)** · 4 min read · 0 upvotes · 0 comments ## Summary Cities worldwide are deploying NVIDIA physical and agentic AI for public services, traffic and infrastructure planning. In Spain, 1MillionBot combines open source ALIA models with NVIDIA Nemotron for resident-service agents across 150+ deployments. In Malaysia, ITMAX's SamurAI V2 vision agents are scaling on NVIDIA RTX PRO 6000 GPUs to support 17,000+ cameras by 2027, and ITMAX's traffic simulation work reduces peak-hour corridor travel times by up to 26%. In Taiwan, Linker Vision and MVRDV use NVIDIA Omniverse and Nemotron to assess the environmental impact of urban planning scenarios, simulating 15-year urban forest canopy outcomes in 10 minutes and speeding design iteration from two weeks per iteration to less than an hour. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### How much did ITMAX's SamurAI V2 vision agents reduce peak-hour traffic travel times in Malaysia? ITMAX's SamurAI V2 vision agents, built with reference to NVIDIA Cosmos, Nemotron and the Metropolis VSS blueprint, reduced peak-hour corridor travel times by up to 26%. The system integrates TeraSim, an open source traffic simulation platform from Laplace Intelligence, to test signal timing, and runs on NVIDIA RTX PRO 6000 GPUs supporting over 17,000 cameras by 2027. _Teams evaluating vision AI for traffic systems can track real deployment results like this on daily.dev._ ### How fast can NVIDIA Omniverse and Nemotron simulate long-term urban environmental impact scenarios? Linker Vision and Dutch architecture firm MVRDV use NVIDIA Omniverse and Nemotron to simulate 15-year outcomes of an urban forest canopy in 10 minutes. This increased design iteration speed from two weeks per iteration to less than an hour, enabling environmental, social and governance agents to assess urban planning scenarios much faster in Taiwan. _Urban planners weighing simulation tools can follow results like this on daily.dev._ ## Similar posts on daily.dev - [European Cities Deploy NVIDIA-Powered AI Agents to Run Smarter Urban Operations](https://daily.dev/posts/european-cities-deploy-nvidia-powered-ai-agents-to-run-smarter-urban-operations-cyw1iyzxx) · NVIDIA · 0 upvotes · 0 comments - [Into the Omniverse: How Smart City AI Agents Transform Urban Operations](https://daily.dev/posts/into-the-omniverse-how-smart-city-ai-agents-transform-urban-operations-lfwa7tbp6) · NVIDIA · 0 upvotes · 0 comments - [AI Factories, Physical AI, and Advances in Models, Agents, and Infrastructure That Shaped 2025](https://daily.dev/posts/ai-factories-physical-ai-and-advances-in-models-agents-and-infrastructure-that-shaped-2025-t349o3mml) · NVIDIA Developer · 1 upvotes · 0 comments - [Microsoft at NVIDIA GTC: New solutions for Microsoft Foundry, Azure AI infrastructure and Physical AI](https://daily.dev/posts/microsoft-at-nvidia-gtc-new-solutions-for-microsoft-foundry-azure-ai-infrastructure-and-physical-a-qcgriss0w) · Microsoft · 0 upvotes · 0 comments --- Tags: [#nvidia](https://daily.dev/tags/nvidia), [#computer-vision](https://daily.dev/tags/computer-vision), [#agentic-ai](https://daily.dev/tags/agentic-ai), [#digital-twin](https://daily.dev/tags/digital-twin) [View this post on daily.dev](https://daily.dev/posts/cities-worldwide-build-and-scale-ai-services-with-nvidia-physical-and-agentic-ai-b8wqia0bp) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI","url":"https://daily.dev/posts/cities-worldwide-build-and-scale-ai-services-with-nvidia-physical-and-agentic-ai-b8wqia0bp","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/cities-worldwide-build-and-scale-ai-services-with-nvidia-physical-and-agentic-ai-b8wqia0bp"},"datePublished":"2026-11-03T08:16:22.713Z","dateModified":"2026-11-03T08:16:50.221Z","description":"Cities worldwide are deploying NVIDIA physical and agentic AI for public services, traffic and infrastructure planning. 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