This white paper explores how AI/ML-driven Log Aggregation Automation Orchestration (LAAO) enhances Security Operations Center (SOC) efficiency by automating threat detection, reducing human error, and addressing issues like alert fatigue, data overload, and compliance complexity. Key benefits include reduced storage costs, streamlined compliance, faster incident response (MTTD/MTTR), and improved accuracy through automated threat detection and response. With adaptive logging, proactive monitoring, and enhanced inspection processes, LAAO empowers SOCs to scale effectively, optimize security operations, and bolster organizational cybersecurity resilience.

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