Leveraging AI/ML for next-gen SOC environments

The article outlines the limitations of traditional SOCs and promotes integrating AI/ML—such as LLMs for alert interpretation, OpenSearch anomaly detection (RCF), and the Wazuh SIEM/XDR platform—to enable proactive threat hunting, enriched context, reduced false positives, and faster, automated response across logs and telemetry. It highlights examples like enriching YARA results and spotting login anomalies, positioning AI-driven SOCs as more efficient and effective than purely rule-based, manual operations.