SOC Automation
AI Security
Decision Models
Trustworthy AI
Trustworthy AI In the SOC
David PearsonJuly 18, 20257 min read


SOAR hit its ceiling. Playbook sprawl, LLM inconsistency, and headcount-driven scaling broke the model. Here's what the next layer of SOC automation looks like.
If AI is making security decisions inside your environment, who's accountable when it's wrong? Alina Marcu, PhD, on why AI in the SOC needs a Trust Layer — grounded decisions, governed agentic investigations, and the architecture CISOs need before the board asks what happened.
SOCs worldwide are being bombarded with messaging around Agentic AI. While SOAR provides significant value, throwing out playbooks isn't viable. Learn how Decision Models simplify and enable SOC evolution.