XXII | Blog

CORE 4.3: generative AI and VLM for operational excellence

Written by XXII | Apr 1, 2026 11:00:45 AM

The world of video analysis is undergoing a paradigm shift.With the release of version 4.3 of its CORE platform, XXII has taken a decisive step forward by integrating cutting-edge AI technologies: the Vision-Language Model (VLM ) and industrial Deep Learning.The aim? Transform any video stream into a strategic data stream, with unprecedented macroscopic precision.

The transition from pixel-based to "human" analysis.

Unlike traditional systems limited to simple motion detection by pixel change, CORE 4.3 adopts a macro analysis.Thanks to neural networks, the AI now understands its environment like a human: it identifies the source of movement, classifies the object (human, vehicle, luggage, train) and follows its precise trajectory.

Immediate benefits: a drastic reduction in false alarms and enhanced performance in complex contexts.

VLM: when image becomes language.

The big news in this release is the integration of the Vision-Language Model (VLM) .This technology combines computer vision and natural language to interpret the context of a scene.

  • VLM detection: Users can now ask the AI closed questions ("True/False") to trigger alerts based on subtle criteria.
  • VLM statistics: Beyond detection, VLM enriches data with precise characteristics such as gender, age or even clothing style, feeding directly into your Data Warehouse.

Hybrid architecture for total scalability.

Version 4.3 reaffirms CORE's flexibility, with two deployment modes to suit every infrastructure:

  • Hybrid deployment: The CORE Engine is installed locally (On-premise) to process feeds in real time, while visualization and VLM queries pass through the Cloud for greater power.
  • Full cloud deployment: a 100% scalable architecture that reduces on-site hardware resources and centralizes management of your entire camera network.
    Technical note: CORE is "Hardware Agnostic" and interfaces with the leading VMS on the market, such as Genetec (5.12) or Milestone (2023 R2).

Ethics at the heart of performance (RGPD & IA Act)

Innovation doesn't mean surveillance. XXII ensures strict compliance with the RGPD and anticipates the frameworks of the EuropeanIA Act.

  • Pseudonymization: CORE applies automatic blurring to the bounding boxes of detected objects.
  • Enhanced anonymization: a black and white filter can be activated to ensure that no personal data is processed unnecessarily.

Onboarding in "Fast" mode

With its new integrated Configurator and library of sector-specific use cases, CORE 4.3 enables operational deployment in less than 15 days.Whether you're in retail, transport or ERP management, your physical spaces are finally speaking for themselves.