As the need for intelligent devices continues to escalate, edge AI is emerging as a game-changer. By bringing computationprocessing closer to the user, edge AI enables devices to interpret data in real time, leading to quicker actions and enhanced performance. This trend empowers a new generation of smartobjects capable of learninggrowing and inter