In today's dynamic cybersecurity landscape, Security Operations Centers (SOCs) play a critical role in defending against evolving threats. Traditional methods struggle to keep pace, prompting the adoption of Artificial Intelligence (AI) and Machine Learning (ML) to bolster threat detection capabilities. This study explores the impact of AI and ML on modern SOC operations, highlighting benefits, real-life use cases, and implementation strategies.