Visionplatform.ai and Milestone Systems have introduced the Visionplatform.ai Agent Suite for Milestone XProtect, bringing on-premise GenAI and AI agents directly into security control rooms.
The new Agent Suite enhances traditional video management by adding reasoning, context, and assisted decision-making on top of existing video analytics and event handling. All processing is performed on-premise, ensuring that video data never leaves the customer environment.
By embedding AI agents directly within Milestone XProtect, the platform transforms how operators interpret incidents, search footage, and respond under pressure, reducing cognitive load while improving accuracy and speed of operations.
From Video Management To AI-Assisted Operations
Control room operators face growing volumes of video streams, alerts, and connected systems. While video analytics has improved detection, operators still need to interpret events, review footage, and determine actions in real time.
The Visionplatform.ai Agent Suite addresses this challenge by introducing three tightly integrated AI agents inside Milestone XProtect, providing reasoning, semantic understanding, and coordinated system interaction.
Three Agents, One Integrated Experience
1. visionplatform.ai VLM Agent (On-Prem GenAI
The visionplatform.ai VLM Agent (On-Prem GenAI) introduces a Vision Language Model that changes how operators interact with video. Instead of relying on predefined object classes, the VLM converts video and audio into semantic, text-based event understanding. Operators can search across cameras and timelines using natural language to identify behaviors, actions, patterns, and anomalies, even when no specific model was trained. This enables faster investigations, improved forensic analysis, and deeper operational insight while keeping all data on-premise.
2. Milestone VMS AI Agent
The Milestone VMS AI Agent provides structured access to events, metadata, bookmarks, camera states, rules, and device information through the Milestone API. This positions XProtect as a central intelligence layer for AI-driven workflows across the control room.
3. visionplatform.ai Control Room AI Agent (Beta)
The visionplatform.ai Control Room AI Agent (Beta) acts as an orchestration layer, combining Visionplatform events, VLM-generated context, control room software, and Milestone data to actively support operations. Beyond video, it can integrate with access control, alarms, incident management, building systems, and operational databases, enabling AI-driven reasoning and coordinated actions from a unified interface.
Built For Enterprise Control Rooms
The Visionplatform.ai Agent Suite is designed for enterprise and critical infrastructure environments where data sovereignty, latency, and reliability are essential.
● Fully on-prem deployment
● No video streamed to the cloud
● Compatible with existing Milestone XProtect installations
● Runs on systems with as little as two GPUs
Expanding The Milestone Ecosystem
By combining Milestone’s open platform with visionplatform.ai’s AI agent technology, the solution adds a new intelligence layer to XProtect deployments. This reduces operator workload, improves response times, and enables new high-value use cases for partners and end customers.
Koen de Jong, Founder & CEO of visionplatform.ai, said:
“This collaboration shows how AI agents and GenAI can elevate video management systems into true decision-support platforms for control rooms. With virtualworkforce.ai, another group company of visionplatform.ai, we already operate AI agents at scale, handling more than 500,000 emails per week in mission-critical business processes. We are now bringing that same proven AI agent architecture for control rooms and operational experience into Milestone-powered control rooms,”
Roy Band, Community Manager at Milestone Systems, added:
“By leveraging Milestone’s open platform, partners and customers can extend their XProtect environments with advanced, on-prem AI capabilities, while maintaining full control over their data”.
The Visionplatform.ai Agent Suite will be demonstrated in live control room scenarios, highlighting how AI agents can support real-time operations and incident response.

Visionplatform.ai develops on-prem AI agents and GenAI technologies designed to enhance video intelligence, decision-making, and operational efficiency in enterprise and mission-critical control room environments. https://www.visionplatform.ai
Internal Links URLs
https://www.security.world/secure-logiq-launches-logiqal-core-architecture
External Links URLs
https://www.visionplatform.ai
Frequently Asked Questions (FAQs)
1. What Is The Visionplatform.ai Agent Suite?
It is an AI agent platform for Milestone XProtect that adds reasoning, context, and decision support directly inside control rooms.
2. Does The Platform Send Video To The Cloud?
No. All processing is performed fully on-premise, ensuring complete data sovereignty.
3. How Does The VLM Agent Improve Video Search?
It converts video and audio into semantic understanding, allowing operators to search using natural language instead of predefined detection rules.
4. Can The System Integrate With Other Control Room Technologies?
Yes. It can connect with access control, alarms, incident management, building systems, and operational databases.
5. Is The Solution Suitable For Enterprise And Critical Infrastructure?
Yes. It is designed for environments that require low latency, high reliability, and strict data control.
