Artificial intelligence is a key component of modern security and operations management systems. It enables the analysis of large datasets and the identification of patterns and threats.

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Artificial Intelligence

AI as an operational tool — not a technology demonstrator.

Artificial intelligence at squareTec supports security, data analysis, and decision-making in critical systems — where effectiveness, reliability, and full data control are paramount.

We focus on AI embedded in technical security systems, cybersecurity, and IT infrastructure. We develop our own algorithms, analytical platforms, and software components — particularly for the public sector, critical infrastructure, and the defense market.

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Video and Sensor Data Analysis Algorithms

squareTec develops and implements AI algorithms for:

• image and video analysis (video analytics),
• event and anomaly detection,
• analysis of movement, behavior, and patterns,
• combining data from multiple sources (CCTV, IoT, technical systems).

These solutions are designed as permanent components of operational systems — with scalability, integration, and further development in mind, rather than as one-off modules.

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Proprietary AI Products and Platforms

AI is one of squareTec's key intellectual property areas. Among other things, we develop:

• AI Flow — data orchestration and analysis platform,
• ANPR Dashboard — vehicle data analysis and correlation systems,
• VMS Broker — integration layer for video and analytics systems,
• AI components used in technical and operational security systems.

Our proprietary solutions enable us to deliver sovereign, controllable, and replicable analytical technologies — without dependence on closed platforms from global manufacturers.

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PERUN Project — AI as the foundation of a security platform

A strategic element of AI development at squareTec is the project PERUN — a long-term research and development program focused on building our own security platform, combining:

• artificial intelligence,
• data analytics,
• cybersecurity,
• integration of technical and IT systems.

PERUN enables the development of machine learning algorithms for:

• detecting anomalies in technical security systems,
• analyzing system configurations and behaviors,
• supporting operational decision-making and alarm prioritization,
• continuous learning in critical environments.

The project forms the foundation of squareTec's transition from a project-based model to a product-platform model.

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AI in regulated and sensitive environments

Our AI solutions are designed for:

• on-premise operation and in isolated environments,
• full control over data and models,
• compliance with regulatory requirements,
• auditability and explainability of algorithm operations (explainable AI).

This approach is crucial for the public sector, LEA, and MIL — where cloud-based AI models often cannot be used due to legal and operational reasons.

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AI Integration with Physical and Cyber Security

We treat artificial intelligence as a decision-making layer for security systems, tightly integrated with:

• technical security,
• cybersecurity,
• IT infrastructure,
• squareTec's proprietary software.

This allows AI to genuinely enhance the effectiveness of security systems — instead of functioning as a separate analytical component.

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Why AI from squareTec?

• Practical application, not "AI for AI" — algorithms working in real operating systems.
• Proprietary intellectual property — full control over code, models, and data.
• Specialization in security — AI built for hybrid and operational threats.
• Ready for on-premise deployment — no forced cloud, no external dependencies.
• Product roadmap and long-term development — a platform, not a one-off project.

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1. AI Applications

• video and image analysis,
• anomaly and threat detection,
• operational decision support,
• multi-source data analysis.

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2. Market Segments

• public services and law enforcement,
• critical infrastructure,
• public sector,
• industry and security systems.

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3. AI as a System Component

• integration with technical security,
• integration with cybersecurity,
• integration with proprietary software.

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4. Technological Sovereignty

• Polish algorithms,
• proprietary code and IP,
• data and model control.

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At squareTec, we utilize AI as a component of integrated systems, not as a standalone solution. We combine video analytics, big data, and operational data to create solutions that support decision-making and process automation.

Our approach includes:

• real-time image and data analysis,
• event prediction and anomaly identification,
• integration of AI with operational systems,
• development of dedicated models and algorithms.