
The Year Cyber AI Stopped Being Only About the Model
Authored by: Rob Demain, Founder & CEO For much of the last year, cyber AI was discussed like a model leaderboard. Which model writes the

Authored by: Rob Demain, Founder & CEO For much of the last year, cyber AI was discussed like a model leaderboard. Which model writes the

The comparison between an AI SOC and a traditional SOC is often framed as a speed argument. AI is faster; therefore AI wins. But the

The security industry cycles through terminology fast. ‘Cloud-native’ gave way to ‘zero-trust’, which gave way to ‘AI-powered’. Each wave brings innovation, and each wave brings

While building the offensive and defensive test infrastructure for Cumulo, I observed something that changed how we approached the detection problem. Given a structured analysis

Security operations teams have been under structural pressure for years. Alert volumes have grown faster than headcount. The tools designed to help (SIEMs, SOAR platforms,

Every security vendor has updated their website in the last eighteen months. The word ‘AI’ now appears next to products that, until recently, were described

(and how we handle it) If you’re putting agentic AI into your SOC, or your MDR provider says they have, this post is the list

PRESS RELEASE: Built around digital twin technology and customer-dedicated AI models, Cumulo answers the recent announcement by GCHQ for AI Cyber Shield, enabling early identification

Why AI in the SOC comes down to the data you hold and the accountability you’ll stand behind, not the model you buy. There is

The SOC Cannot Be Retrofitted with AI. It Has to Be Redesigned. Part four of a ten-part series on the operational implications of AI-accelerated attacks.