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Milestone's AI Vision Model For Smart Cities

27 Nov 2025

Milestone's AI Vision Model For Smart Cities
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Contact Milestone Systems
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Summary is AI-generated, newsdesk-reviewed
  • Gefion supercomputer boosts Milestone's AI development for smart city applications in Europe.
  • Milestone's cutting-edge VLM converts video to reports, aiding traffic management in urban areas.
  • EU-based Gefion cloud ensures AI compliance with data sovereignty, supporting Europe's AI future.
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  • Staying Secure In Today’s Digital Landscape
  • Milestone Developer Summit 2025: Video Tech Innovation
  • Milestone Summit 2025: AI & Open Platform Innovation

The European development of sovereign, high-performance AI is set to advance significantly with Milestone Systems harnessing the power of the Gefion supercomputer.

This collaboration, undertaken with NVIDIA, aims to enhance the Vision Language Model (VLM) for smart city applications and traffic management. The integration of Milestone's technology with Gefion’s resources is intended to optimize AI capabilities under European data sovereignty frameworks.

Advancements in AI Video Analysis

Such development is crucial for various applications, including traffic management 

Milestone has crafted a cutting-edge VLM using NVIDIA Cosmos Reason, which is engineered to automatically convert video footage into detailed reports, summaries, and real-time alerts.

Such development is crucial for various applications, including traffic management across urban environments, ports, and airports.

As the VLM now operates on DCAI’s EU-based Gefion cloud, it adheres to European regulatory standards such as the AI Act and GDPR, ensuring all data remains sovereign and secure.

Supporting Europe's Digital Independence

The collaboration with Gefion marks an important step in Europe’s pursuit of digital independence, aligning with the EU AI Factory strategy. By utilizing the Milestone-compliant “Hafnia Data Library” within the Gefion infrastructure, this initiative supports the development of transparent and responsible AI solutions across Europe.

Dr. Nadia Carlsten, CEO of DCAI, commented, "Our mission at DCAI is to provide the best AI infrastructure that does not compromise on data sovereignty, and we are proud to see companies building on top of that foundation to advance responsible AI initiatives."

Building a Future of Ethical AI

Thomas Jensen, CEO of Milestone Systems, stated, "This collaboration is a powerful step toward ensuring that Europe’s AI future is built on trust, transparency, and technological sovereignty."

The integration of the Hafnia data library and VLM capabilities with DCAI’s secure cloud and NVIDIA’s AI expertise crafts a uniquely European AI ecosystem that benefits municipalities, governments, and researchers.

Andrew Burnett, Interim CTO of Milestone Systems, added, "The fine-tuned Milestone Vision Language Model represents a leap forward in video understanding and contextual AI for smart cities and traffic management." Running the technology on Gefion’s cloud secures all data under European jurisdiction, aligning with the EU’s ethical AI aspirations.

AI Solutions for Smart Cities

Utilizing the Hafnia Vision Language Model on the DCAI’s Gefion AI infrastructure establishes a robust platform for deploying AI models specifically tailored to European traffic and smart city requirements.

This environment aims to provide scalable, compliant AI services and computational power to developers and government bodies, further solidifying Europe's position in pioneering responsible AI practices.

Show full press release

Milestone Systems will use the GEFION supercomputer to accelerate the development of sovereign, responsible, and high-performance AI within Europe. The work will focus on the deployment and fine-tuning of the world’s most advanced AI Vision Language Model (VLM) for traffic and smart city applications, developed by Milestone in collaboration with NVIDIA.

Today, millions of video cameras capture valuable footage that could improve everyday life. Yet much of this potential remains untapped due to the time-consuming task of reviewing and analyzing countless hours of video to uncover meaningful insights.

Cutting-edge VLM

Milestone has developed a cutting-edge VLM using NVIDIA Cosmos Reason, designed to deliver advanced video intelligence by automatically converting video footage into detailed written reports, summaries, and real-time alerts.

Milestone’s VLMs can be used to build video analytics AI agents and applications across a variety of use cases such as traffic management across cities, ports, airports, and other urban areas.

The VLM will now also run on DCAI’s EU-based Gefion cloud, ensuring full compliance with European data sovereignty and regulatory frameworks, including the AI Act and GDPR.

Major milestone

This collaboration marks a major milestone in Europe’s journey toward digital independence and will play a pivotal role in the EU AI Factory strategy.

By integrating Milestones compliant “Hafnia Data Library” and the enhanced VLM within Gefion’s sovereign compute ecosystem, Milestone and DCAI are creating a foundation for European developers, municipalities, and governments to build responsible and transparent AI solutions at scale.

Dr. Nadia Carlsten, CEO of DCAI, said: “Our mission at DCAI is to provide the best AI infrastructure that does not compromise on data sovereignty, and we are proud to see companies building on top of that foundation to advance responsible AI initiatives. Our work with Milestone and NVIDIA helps position Europe at the forefront of responsible AI innovation, setting new benchmarks for sovereign AI infrastructure.”

Europe’s AI future

Thomas Jensen, CEO of Milestone Systems, added: “This collaboration is a powerful step toward ensuring that Europe’s AI future is built on trust, transparency, and technological sovereignty.”

“By combining Hafnia’s vast, ethically sourced data library and VLM capabilities with DCAI’s secure cloud and NVIDIA’s AI leadership, we’re creating a uniquely European AI ecosystem that supports municipalities, governments, and researchers in building compliant, high-impact AI solutions.”

Milestone Vision Language Model

Andrew Burnett, Interim CTO of Milestone Systems, commented: “The fine-tuned Milestone Vision Language Model represents a leap forward in video understanding and contextual AI for smart cities and traffic management. Running it on Gefion’s EU-based cloud ensures that data, training, and deployment all remain under European control, a vital step in supporting the EU’s vision for ethical, secure, and sovereign AI.”

Milestone will run its Hafnia Vision Language Model (VLM) for traffic and smart city on DCAI’s Gefion AI infrastructure, establishing a secure environment optimized for advanced AI model deployment tailored to European smart city and traffic use cases.

This will provide a scalable platform for European AI developers, municipalities, and governments to access compliant AI services and computational resources, thereby reinforcing alignment with the EU AI Factory initiative and furthering Europe’s leadership in responsible AI innovation.

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Milestone Systems utilizes Gefion supercomputer to enhance AI Vision Language Model for traffic and smart city tech, promoting data sovereignty and compliance with European regulations like GDPR and AI Act.

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