Stir Shaken, a revolutionary framework designed to authenticate caller IDs and combat fraudulent calls, encounters various challenges in its implementation. However, the integration of Artificial Intelligence (AI) presents a pivotal solution to address these challenges, revolutionizing the effectiveness and efficiency of Stir Shaken in the telecommunications landscape.