Today’s security operations often depend on manual, time-consuming processes that require extensive expertise. Advancements in AI offer new opportunities to enhance and accelerate these tasks, enabling security professionals to process and analyze complex data more efficiently and accurately. Our research focuses on bridging this gap by developing AI-driven solutions that automate critical components of security workflows. Key areas of innovation include automated log analysis, threat intelligence extraction, decision support for SOCs, and the generation of threat reports with minimal human intervention.