---
title: "CORE 4.3: generative AI and VLM for operational excellence"
description: CORE 4.3 revolutionizes video analysis with AI, enhancing detection and scalability while ensuring compliance with ethical standards. Transform your operations today.
---

[XXII | Blog ](https://xxiiai.com/en/le-blog)

# [CORE 4.3: generative AI and VLM for operational excellence](https://xxiiai.com/en/le-blog/core-4.3-lia-générative-et-le-vlm-au-service-de-lexcellence-opérationnelle)

 Written by [XXII](https://xxiiai.com/en/le-blog/author/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 European**IA 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.

[View full post](https://xxiiai.com/en/le-blog/core-4.3-lia-générative-et-le-vlm-au-service-de-lexcellence-opérationnelle)

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