AI SOC 101: Key Capabilities Security Leaders Need to Know
Aug 13, 2025
Artificial Intelligence / Threat Hunting
Security operations have never been a 9-to-5 job. For SOC analysts, the day often starts and ends deep in a queue of alerts, chasing down what turns out to be false positives, or switching between half a dozen tools to piece together context. The work is repetitive, time-consuming, and high-stakes, leaving SOCs under constant pressure to keep up, yet often struggling to stay ahead of emerging threats. That combination of inefficiency, elevated risk, and a reactive operating model is exactly where AI-powered SOC capabilities are starting to make a difference. Why AI SOC is gaining traction now The recent Gartner Hype Cycle for Security Operations 2025 (download a complimentary copy ) recognizes AI SOC Agents as an innovation trigger, reflecting a broader shift in how teams approach automation. Instead of relying solely on static playbooks or manual investigation workflows, AI SOC capabilities bring reasoning, adaptability, and context-aware decision-making into the mix. SOC teams r...