.png)
Artificial intelligence for image, data, and event analysis
At squareTec, artificial intelligence is used to analyze images, data, and events from security systems, IT infrastructure, and operational environments. We design and integrate AI solutions for organizations that require automated analysis of large datasets, rapid event detection, and support for decision-making processes.
Our solutions can operate locally, in on-premise and air-gapped environments, as well as in cloud-based architectures. We select the deployment model based on the data type, system requirements, and operating conditions.
AI for image and video analysis
Monitoring systems generate vast amounts of footage that is time-consuming to analyze manually. AI algorithms allow for the automatic detection of specific objects, events, and behavioral patterns.
squareTec uses AI for tasks including:
- object detection and classification,
- image and video analysis,
- detection of specific events and anomalies,
- traffic and behavior analysis,
- searching for information within recordings,
- correlating data from multiple cameras and locations.
Depending on the system architecture, AI can operate directly at the data source or within a central analytical environment.
Multi-source data analysis
AI can analyze more than just images. In security and infrastructure systems, data comes from many independent sources: cameras, access control systems, IoT devices, IT systems, applications, and databases.
We integrate these sources with an analytical layer that allows you to:
- combine information from different systems,
- detect dependencies and anomalies,
- search for specific events,
- compare historical and current data,
- build analytical models tailored to specific applications.
AI for event and anomaly detection
Algorithms can monitor specific parameters, recognize unusual behavior, and identify events that require further analysis.
Depending on the application, AI can support:
- detecting unusual traffic,
- identifying deviations from established patterns,
- prioritizing alarms,
- analyzing user and device behavior,
- detecting changes in data and system configurations.
We design the scope of analysis based on the data available in a specific environment and the operational scenario.
AI in security systems
AI can be part of a larger architecture that includes monitoring systems, VMS, access control, ANPR, IT infrastructure, and proprietary applications.
squareTec integrates the AI layer with existing systems and software so that analysis results can be used in further processes.
This may include:
- forwarding detected events to VMS,
- data correlation from various systems,
- triggering specific actions upon event detection,
- presenting analysis results in an application or dashboard,
- using AI as a component of an operator support system.
AI operating locally and in air-gapped environments
In projects for the public sector, defense, and critical infrastructure, the data processing location can be a key architectural requirement.
We design AI solutions that can operate:
- on-premise,
- in private infrastructure,
- in environments with limited connectivity,
- in air-gapped networks,
- on edge devices,
- in combination with cloud environments.
This allows for tailoring data processing methods to the requirements of the organization and the specific system.
AI for decision support and automation
Data analysis can provide operators with the information needed to assess situations or trigger specific actions based on established rules.
AI can support:
- event classification and prioritization,
- searching for information in large datasets,
- trend analysis,
- anomaly assessment,
- preparing information for further analysis,
- automating selected processes.
The scope of automation depends on the nature of the system and the level of control required by the organization.
AI Flow – image, audio, and data analysis
AI Flow is a platform developed by squareTec for analyzing data from security systems.
The platform enables video and audio material analysis, object detection and tracking, event correlation from multiple cameras, and searching for information in large datasets.
AI Flow can combine various analysis methods within a single environment, tailored to specific applications and data sources.
ANPR and vehicle data analysis
AI is also used in the analysis of vehicle traffic data.
In squareTec solutions, ANPR data can be combined with information from multiple locations and used for:
- vehicle searching,
- trip analysis,
- event correlation,
- traffic analysis,
- generating summaries and reports.
We are developing the ANPR Dashboard as a solution for processing vehicle data from distributed systems.
AI in R&D projects
Artificial intelligence is a key area of technological development at squareTec. We are working on applying AI to security systems, data analysis, and cybersecurity.
One of our R&D projects is PERUN, a cybersecurity platform for technical security systems, developed under the NCBR program.
The project utilizes, among other things:
- analysis of data from security systems,
- anomaly detection,
- system behavior analysis,
- support for event prioritization,
- AI solutions for high-security environments.
AI for the public sector, defense, and critical infrastructure
We design AI solutions with the specific requirements of their operating environment in mind.
They are used in areas such as:
- the public sector,
- security services and agencies,
- defense,
- critical infrastructure,
- transport and logistics,
- industry,
- technical security systems.
In these environments, factors such as data residency, system availability, the ability to operate without a constant internet connection, integration with existing infrastructure, and the ability to audit system performance are of key importance.
How do we implement AI solutions?
1. Data and needs analysis
We identify data sources, formats, frequency, scale, and how the analysis results will be utilized.
2. Model and architecture selection
We select the data processing methods, AI models, and deployment locations—ranging from edge and on-premises infrastructure to cloud environments.
3. Integration with existing systems
We connect the AI solution with security systems, IT infrastructure, databases, applications, and proprietary software.
4. Testing and fine-tuning
We verify model performance using real-world data and tailor the solution to the specific conditions of the environment.
5. Deployment and development
Once launched, the system can be scaled and evolved alongside changing data scopes, analysis scenarios, and organizational needs.
Why squareTec?
- Experience in systems integration – we bridge AI with existing IT infrastructure and security systems.
- Proprietary solutions We are developing AI Flow, the ANPR Dashboard, and AI components for security systems, among other projects.
- Work across various architectures – solutions can run locally, at the edge, or in cloud environments.
- Software expertise – we develop our own software and can tailor solutions to specific applications.
- Experience in high-security environments – we work with systems where data control, availability, and the integration of multiple technologies are critical.
AI tailored to your system
If you want to use artificial intelligence to analyze images, data, or events, we can design an architecture tailored to your existing infrastructure, data sources, and organizational requirements.
Contact squareTec to discuss a specific AI use case.
