Linker Vision Smart City AI Platform

Linker Vision Co., Ltd. is a Taipei-based company that describes its offering as AI infrastructure for smart cities. A January 2026 funding report states a US$35 million Series A led by Wistron with MediaTek Ventures as strategic investor. Its solutions cover smart city, critical infrastructure and ESG and climate use cases.

The platform is built on NVIDIA technologies and has three parts: Mirra for simulation and synthetic data generation, DataVerse for model training, and Observ for deploying large-scale vision language models for video search and summarisation. Together they support real-time site monitoring and city digital twins. The website shows NVIDIA, Cisco, AWS and Microsoft among its partners.

• Mirra: Simulation and synthetic data generation using NVIDIA Omniverse.
• DataVerse: Model training using NVIDIA Cosmos and NVIDIA TAO.
• Observ: Deployment of large-scale vision language models for video search and summarisation.
• Real-time monitoring: Site monitoring across city and infrastructure cameras.
• Digital twins: Linker AI Nexa builds a digital twin of every tree in the city for ESG and climate use.
• Vertical solutions: Smart city, critical infrastructure, ESG and climate, industrial sites and healthcare.

A provincial smart city operations centre in Vietnam could add video search for traffic incidents. An industrial park operator could monitor safety zones with edge cameras. A city environment department could map green assets with digital twins.

Synthetic data generation reduces the need for scarce real-world footage when training city vision models. Video search and summarisation turns camera feeds into searchable events. A modular stack lets cities start from monitoring and add digital twin or ESG applications.

Cities are deploying large camera networks and now apply vision language models to traffic, public safety and urban planning. Vietnamese cities and industrial parks building smart city operation centres need analytics that can be trained and tuned for local conditions.

US$35 million Series A reported 9 January 2026, led by Wistron with MediaTek Ventures. Headquarters in Taipei per the funding report. The website lists an appearance at SCEWC 2026 in Barcelona (3-5 November 2026) and NVIDIA NVentures portfolio coverage. Founding year is not stated.