As the need for intelligent devices continues to soar, edge AI is emerging as a revolutionary force. By bringing computationintelligence closer to the data, edge AI enables devices to process data in real time, leading to quicker decisions and optimized performance. This movement empowers a new generation of smartdevices capable of learningadapting