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Articles about ai soc from security operations practitioners.

AI SOC

The Alert Fatigue Crisis: How Modern SOCs Are Breaking the Cycle

Over 10,000 alerts per day. Most closed without review. Alert fatigue is not a workflow problem—it is an architecture problem. Here is how leading SOCs are fixing it.

SGSydney Go · Mar 10, 2026 · 10 min
AI SOC

How AI Is Transforming Tier 1 Analyst Work in the SOC

AI-assisted Tier 1 is not about replacing analysts—it is about removing the mechanical work that consumes cognitive capacity needed for actual analysis. Here is what works in practice.

SGSydney Go · Feb 26, 2026 · 9 min

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AI SOC

SOAR in Practice: What Actually Gets Automated and What Doesn't

Five years into broad SOAR adoption, results are mixed. Teams that built automation around well-defined runbooks saw gains. Teams that expected plug-and-play got a platform they aren't sure they need.

ASAdemilade Shodipe-Dosunmu · Jan 13, 2026 · 11 min
AI SOC — Future of SecOps | FutureSecOps