As the need for intelligent devices continues to escalate, edge AI is emerging as a game-changer. By bringing computationprocessing closer to the data, edge AI enables devices to interpret data in real time, leading to faster responses and optimized performance. This shift empowers a new generation of smartobjects capable of learningevolving and in