As the need for intelligent devices continues to climb, edge AI is emerging as a transformative technology. By bringing computationpower closer to the data, edge AI enables devices to process data in real time, leading to faster decisions and enhanced performance. This trend empowers a new generation of smartobjects capable of learninggrowing and i