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RETHINKING THE SOC: From Linear Pipelines to Autonomous Systems

RETHINKING THE SOC: From Linear Pipelines to Autonomous Systems

Stellar Cyber
Pages 14 Pages

SOCs are at a turning point as traditional linear processes built around log ingestion, rule-based alerts, and manual triage can no longer keep up with modern threats. To stay effective, they must shift to an autonomous, intelligent model that continuously learns and adapts. This white paper presents a purpose-built approach using verdict‑first AI and Stellar Cyber’s Verdict Signal Checks, a modular validation system that ensures only well‑supported alerts advance through the workflow, reducing noise and improving accuracy.

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