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Milestone Systems Unveils AI-Ready Platform and Data-Centric Strategy at North American Xperience Days
Milestone Systems, a 28‑year‑old provider of video management software, announced a comprehensive modernization plan at its inaugural Milestone Xperience Days event in North America in early June 2026. The company’s senior leaders, Vice President of Americas Tim Palmquist and Chief Technology Officer Andrew Burnett, outlined a shift toward a Linux‑based, containerized platform designed to support artificial intelligence (AI) analytics and to treat retained video as a strategic asset.
The core of the announcement is a new architectural foundation for XProtect, Milestone’s flagship video management system. Burnett explained that the platform will run on Linux and will be modular and containerized to enable AI workloads. He noted that “if you want to build software for analytics and AI use cases, there really is only one choice” and that the Linux underpinning is a technology decision aimed at delivering customer value. The company maintains that XProtect remains a “phenomenal product,” but that future use cases require a different underlying architecture.
Palmquist emphasized the human‑centered aspect of the company’s AI strategy. He described physical AI as a “human story at its heart” and said that the platform’s AI tools will focus on solving real‑world problems rather than merely adding security features. The discussion also covered the issue of alert overload. Palmquist said that AI‑driven prioritization can reduce false alarms by learning what matters most and reporting severity in a way that “underlines the severity.” He added that the future may see a shift away from traditional user interfaces, as AI can deliver information in new formats.
Data retention and training data are central to Milestone’s vision. Both executives highlighted the value of stored video, which is often deleted after 30 to 90 days. Burnett introduced Hafnia, a training‑as‑a‑service platform that allows customers to provide compliant, anonymized video data for AI model training. The Hafnia model, according to Burnett, “ensures it’s handled responsibly from the outset” and enables partners to build more accurate solutions. Palmquist framed the strategy as “doubling down on the notion that data is in fact the new oil,” suggesting that the company sees a commercial opportunity beyond the security industry.
Milestone’s long‑standing open‑platform philosophy is reinforced in the announcement. Palmquist said that third‑party innovation is a positive, not a threat, and that the company’s ecosystem can deliver use cases that Milestone itself cannot build. Burnett added that the company will remain focused on safety and security while the partner ecosystem expands. The open platform is positioned as a competitive advantage that can accelerate innovation.
The North American market is identified as a priority. Palmquist described a push toward a unified organization—one brand, one portfolio, one Milestone—as the near‑term objective for the channel. The company’s strategy is framed as an intentional evolution rather than a pivot.
Milestone also announced several product releases that reinforce its AI focus. In March 2026, the company unveiled AI Search, video summarization, and video anonymization tools at ISC West. The releases were described as enabling security teams to deploy generative AI with confidence. In the same month, the company announced a developer portal that consolidates resources for building applications on the open platform, with general availability slated for the coming months.
In addition, Milestone expanded Hafnia at NVIDIA’s GTC in San Jose, adding synthetic data and a forthcoming training‑as‑a‑service offering. The expansion was presented as a way to give developers streamlined access to high‑quality, compliant video datasets for model customization and fine‑tuning.
In summary, Milestone Systems is positioning its platform for the AI era by adopting a Linux‑based, containerized architecture, emphasizing human‑centered physical AI, and treating retained video as a valuable data asset. The company’s open‑platform strategy, combined with new AI tools and the Hafnia training service, signals a shift toward data‑driven security solutions. The focus on North America and the launch of new developer resources and AI products suggest that Milestone is preparing for broader market adoption while maintaining its core security expertise.
The core of the announcement is a new architectural foundation for XProtect, Milestone’s flagship video management system. Burnett explained that the platform will run on Linux and will be modular and containerized to enable AI workloads. He noted that “if you want to build software for analytics and AI use cases, there really is only one choice” and that the Linux underpinning is a technology decision aimed at delivering customer value. The company maintains that XProtect remains a “phenomenal product,” but that future use cases require a different underlying architecture.
Palmquist emphasized the human‑centered aspect of the company’s AI strategy. He described physical AI as a “human story at its heart” and said that the platform’s AI tools will focus on solving real‑world problems rather than merely adding security features. The discussion also covered the issue of alert overload. Palmquist said that AI‑driven prioritization can reduce false alarms by learning what matters most and reporting severity in a way that “underlines the severity.” He added that the future may see a shift away from traditional user interfaces, as AI can deliver information in new formats.
Data retention and training data are central to Milestone’s vision. Both executives highlighted the value of stored video, which is often deleted after 30 to 90 days. Burnett introduced Hafnia, a training‑as‑a‑service platform that allows customers to provide compliant, anonymized video data for AI model training. The Hafnia model, according to Burnett, “ensures it’s handled responsibly from the outset” and enables partners to build more accurate solutions. Palmquist framed the strategy as “doubling down on the notion that data is in fact the new oil,” suggesting that the company sees a commercial opportunity beyond the security industry.
Milestone’s long‑standing open‑platform philosophy is reinforced in the announcement. Palmquist said that third‑party innovation is a positive, not a threat, and that the company’s ecosystem can deliver use cases that Milestone itself cannot build. Burnett added that the company will remain focused on safety and security while the partner ecosystem expands. The open platform is positioned as a competitive advantage that can accelerate innovation.
The North American market is identified as a priority. Palmquist described a push toward a unified organization—one brand, one portfolio, one Milestone—as the near‑term objective for the channel. The company’s strategy is framed as an intentional evolution rather than a pivot.
Milestone also announced several product releases that reinforce its AI focus. In March 2026, the company unveiled AI Search, video summarization, and video anonymization tools at ISC West. The releases were described as enabling security teams to deploy generative AI with confidence. In the same month, the company announced a developer portal that consolidates resources for building applications on the open platform, with general availability slated for the coming months.
In addition, Milestone expanded Hafnia at NVIDIA’s GTC in San Jose, adding synthetic data and a forthcoming training‑as‑a‑service offering. The expansion was presented as a way to give developers streamlined access to high‑quality, compliant video datasets for model customization and fine‑tuning.
In summary, Milestone Systems is positioning its platform for the AI era by adopting a Linux‑based, containerized architecture, emphasizing human‑centered physical AI, and treating retained video as a valuable data asset. The company’s open‑platform strategy, combined with new AI tools and the Hafnia training service, signals a shift toward data‑driven security solutions. The focus on North America and the launch of new developer resources and AI products suggest that Milestone is preparing for broader market adoption while maintaining its core security expertise.
