Knowledge Management
Team Empowerment
AI Security
Empower Your Team with Collective Cybersecurity Knowledge
Arcanna.ai TeamJuly 2, 20247 min read


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.
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.
As a CISO, you constantly deal with improving operational efficiency while keeping costs down. Learn the common problems and strategies for finding the right balance to keep your organization's data safe.