Recent advancements in artificial intelligence (AI) have sparked transformative possibilities in education, particularly in the realm of personalized classroom management strategies. This chapter explores the multifaceted effects of AI-powered approaches on educational settings. By leveraging AI algorithms, educators can tailor learning experiences to individual student needs, fostering a more engaging and effective educational environment. The primary objectives of this chapter are (a) to investigate the effectiveness of AI-powered personalized classroom management strategies in promoting positive student behavior, (b) to examine the impact of personalized interventions on student engagement and academic achievement, (c) To explore teachers' perceptions of AI-driven classroom management and their experiences with implementing personalized strategies, and (d) to identify best practices and recommendations for integrating AI-powered personalized classroom management strategies into educational settings.