The key features of our Edge AI solutions are designed to integrate artificial intelligence into the most demanding environments, ensuring that the hardware meets the requirements of your most advanced algorithms.

• Hardware Inference Acceleration: Integration of specialized components (NPUs, TPUs, integrated GPUs) specifically designed to run neural networks with ultra-low power consumption.
• Industrial-Grade Robustness (Fanless): Systems designed without fans, resistant to dust, strong vibrations, and capable of operating across wide temperature ranges (from -40ºC to 85ºC).
• Custom Consulting and Engineering: Personalized technical guidance to select the optimal architecture (x86 or ARM) and form factor (SMARC, COM Express) for your specific use case.
• Full Interoperability: Hardware with multiple industrial I/O ports, ready to integrate seamlessly with existing sensors, GigE cameras, and PLCs.
• Technology Scalability: Modular Computer-on-Module solutions that allow easy upgrades of AI processing capabilities in the future without redesigning the entire baseboard.

Machine Vision for Quality Control
Integration of advanced hardware to process vision algorithms capable of detecting millimetric defects in high-speed production lines, reducing waste and ensuring maximum quality without manual intervention.

Intelligent Predictive Maintenance
Deployment of Edge systems that analyze vibrations, temperatures, and acoustic anomalies in real time within critical machinery, predicting failures before they occur and preventing costly downtime.

Autonomous and Intelligent Robotics (AMR/AGV)
We empower automated guided vehicles and mobile robots with local processing capabilities to map environments, avoid obstacles, and make dynamic and safe navigation decisions.

Perimeter Security and Access Control
Implementation of biometric recognition systems and real-time video analytics to detect intrusions or verify the proper use of Personal Protective Equipment (PPE) in hazardous areas.

Real-Time Industrial Process Optimization
Systems that apply Machine Learning to data from existing PLCs and sensors, automatically adjusting production parameters to maximize energy and operational efficiency.

The implementation of Edge AI technology, supported by Matrix engineering expertise, accelerates the development of your intelligent systems and ensures their reliability. These advantages position our clients at the forefront of Industry 4.0.

Drastic Reduction in Time-to-Market We accelerate your product launch through our pre-sales technical support and in-house laboratory, minimizing trial-and-error time in hardware selection.

Zero Latency and Immediate Response Data processing directly on the device eliminates cloud communication delays, enabling critical actions within milliseconds.

Data Privacy and Security By analyzing data locally on the machine, sensitive production information never leaves your facility, mitigating external vulnerabilities.

24/7 Operational Continuity (Cloud-Independent) Edge AI systems do not rely on a stable internet connection. Your intelligent production line continues operating at full capacity under any circumstances.

Infrastructure Cost Optimization Significant reduction in cloud storage and bandwidth costs, as only relevant metadata or alerts are transmitted.

Minimization of Technical Risks You don’t face development alone. Our Field Application Engineers (FAE) validate the hardware architecture to ensure your AI software performs flawlessly.