loop and AI control design Stakeholder engagement and technical communication Key responsibilities Assess the existing SOC architecture, including SIEM, SOAR, EDR/XDR, threat intelligence, case management and security data platforms. Assess SOC data availability, quality and suitability for AI-enabled use cases. Identify opportunities for AI augmentation across … areas such as alert triage, enrichment, investigation, threat intelligence, incident summarisation, detection engineering and reporting. Assess appropriate AI patterns, including machine learning, RAG, generative AI, assistants and agentic approaches. Determine where conventional automation or process improvement is more appropriate than AI. Define integration patterns between AI services and existing ...
