As the need for intelligent devices continues to climb, edge AI is emerging as a game-changer. By bringing computationintelligence closer to the data, edge AI enables devices to analyze data in real time, leading to faster responses and optimized performance. This movement empowers a new generation of smartapplications capable of learninggrowing an