Description: Edge AI solutions represent an innovative convergence between artificial intelligence and edge computing. This approach allows for data processing and AI algorithm execution directly on local devices, such as sensors, cameras, and other equipment, rather than relying on remote servers. This not only reduces latency but also enhances efficiency and privacy, as sensitive data can be processed locally without needing to be sent to the cloud. Key features of Edge AI solutions include their ability to operate in real-time, resilience to connectivity disruptions, and capability to function in resource-limited environments. The relevance of Edge AI lies in its application across various industries, where rapid and autonomous decision-making is crucial. As the Internet of Things (IoT) continues to expand, the integration of artificial intelligence at the edge becomes an essential tool for optimizing processes, enhancing user experience, and enabling new functionalities in a wide range of smart devices.