Why SOAR Breaks at Scale, and What Actually Replaces It
Darius IakabosApril 21, 20268 min read
Darius IakabosApril 21, 20268 min read
-modified.jpeg)
Lead Solutions Architect at Arcanna
He started his career building SOC operations at an MSSP — setting up tooling, writing detections, and running investigations — before joining Arcanna to help customers deploy AI decision models and agentic workflows in production. He is the main user of the platform Arcanna is building.
AI's time is now, but it's not just 'AI Agent All the things'. Most SOCs are drowning in alerts, and while AI Agents promise autonomous solutions, the reality is more nuanced. Learn why Decision Models offer a fast, trustworthy, and cost-effective approach.
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.