Why the Agentic SOC Needs a Context Graph as Its System of Record

Summary

The article argues that security operations centers (SOCs) are struggling to keep pace with attackers operating at machine speed. The core problem is that human analysts lack a "context graph" — a system of record that captures relationships between entities (users, devices, IPs, alerts) in real time. Without this, analysts waste valuable time manually piecing together context to make decisions, which is no longer sustainable as attack speeds increase. The author proposes that an agentic SOC (one leveraging AI agents) requires a context graph as its foundational data layer to enable faster, more informed decision-making and automated response.

Source

bskyWhy the Agentic SOC Needs a Context Graph as Its System of Recordsocautomators.substack.com