AI SOC Use Cases – Real-World Applications in Modern Security Teams

**Executive Summary:** This article describes practical AI SOC use cases—alert triage, threat detection and signal correlation, incident response coordination, security case management, and agentic AI workflows—and argues that combining AI with orchestration, low-code playbooks, and governance can reduce repetitive analyst work and improve operational consistency; it is an informative/positioning piece about SOC modernization, not a report of a cyber incident.