AI Security
Intermediate
AI-Driven SOC Automation
AI-driven SOC automation uses machine learning and large language models to automate repetitive analyst tasks, accelerate triage, and improve detection quality in security operations centers. The goal is reducing alert fatigue so human analysts can focus on complex investigations requiring contextual judgment.
Key Capabilities
- Automated alert triage and priority scoring
- LLM-assisted incident summarization and investigation
- SOAR playbook design and automation
- AI-driven threat hunting query generation
- Automated IOC enrichment and cross-source correlation
Tags
SOC Automation SOAR AI Triage Alert Management