As cyber attacks become more frequent and sophisticated, businesses are increasingly focused on enhancing their security measures, particularly in the complex IT environments shaped by modern software development practices. This shift has expanded the role of DevOps teams in securing production environments, which now often involve distributed, dynamic, and transient applications, unlike the static systems of the past. The challenges faced by security and DevOps teams today include dealing with noisy environments that generate numerous false positives, integrating diverse data sources, and the high costs of maintaining security systems. While traditional SIEM systems offer some solutions, they are often inadequate for the flexible, scalable demands of DevOps-driven environments. To address these needs, next-generation SIEM systems must efficiently manage data growth, filter false positives, ensure compliance, and provide a user-friendly interface with full visibility. The demand for such advanced SIEM systems is significant, as they are crucial for maintaining robust security in the evolving landscape of DevOps.