As the demand for intelligent devices continues to climb, edge AI is emerging as a game-changer. By bringing computationintelligence closer to the user, edge AI enables devices to process data in real time, leading to immediate actions and improved performance. This movement empowers a new generation of smartobjects capable of learninggrowing and i