NVIDIA describes physical AI and agentic AI deployments for city services worldwide

NVIDIA described physical AI and agentic AI applications in city services in Spain and Malaysia. According to the company, 1MillionBot combines ALIA, Nemotron and other models for more than 150 deployments in Spain, handling municipal procedures, appointment requests and service inquiries. In Malaysia, ITMAX plans to scale its SamurAI V2 vision agents to support more than 17,000 cameras by 2027 and uses traffic simulation to test signal timing. NVIDIA says the approach can reduce peak-hour corridor travel times by up to 26%.