Artificial Intelligence for IT Operations (AIOps) is becoming essential in managing the growing complexity of IT environments by integrating AI and machine learning into operations to enhance incident response and streamline processes. AIOps is useful in incident detection, noise reduction, root cause analysis, continuous improvement, data integration, cost optimization, and improving customer experience. It supports Site Reliability Engineers (SREs) by proactively detecting anomalies and ensuring service level objectives (SLOs) are met without overwhelming them with alerts. AIOps also breaks down data silos, applying various algorithms across large datasets to deliver insights quickly, helping teams identify and resolve issues efficiently. New Relic Applied Intelligence offers a unique approach to AIOps with features such as data integration and transparent correlation logic, allowing organizations to meet their specific needs while integrating with existing incident management tools. AIOps has found applications across industries, including banking for fraud detection, retail for supply chain optimization, healthcare for patient care improvement, manufacturing for predictive maintenance, and transportation for route efficiency. New Relic emphasizes the importance of transparency and integration, providing full insight into correlation processes and supporting faster incident resolution by enhancing context and reducing noise.