AI in Security Operations
Auditability is the AI SOC question buyers aren't asking (yet)
Explainability wins the demo. Auditability survives the audit. The three questions AI SOC buyers should add to their vendor scorecard.
THTheo H. · Jun 2, 2026
Opinionated analysis, guides, and expert takes from security operations practitioners.
Explainability wins the demo. Auditability survives the audit. The three questions AI SOC buyers should add to their vendor scorecard.
Most threat intelligence never reaches a detection rule. The cause is structural: a format mismatch between TI delivery and detection workflows.
Learn where Snort still earns its rack space in 2026, where it's gone blind, and the keep/replace/de-scope call.
The CISO title in 2026 covers four distinct jobs: technical security, board risk translation, regulatory compliance, and AI governance.
ITDR isn't a new product category. It's the detection layer your EDR, SIEM, and NDR each see pieces of, and the gap is narrower than vendors imply.
Year one of our purple program produced slide decks, not detections. Here's the structural diagnosis and the pipeline model that fixed it.
Security culture is behavior under pressure, not a values doc. Here's how to build it from scratch before it builds itself into something you'll spend years fixing.
Most CNAPPs and CSPMs are sold as cloud-native security but deliver cloud hygiene. Here's the structural gap and how to spot it in a vendor demo.
AI triage is live in production SOCs. Learn which pipeline stages to trust it with, which to keep human-reviewed, and how to catch the new failure modes.
AI triage hasn't moved alert fatigue. The structural causes start upstream. Here's what to fix before another AI SOC pilot.
Detection engineering stalls when it's treated as a person, not a function. Here's what the function actually owns, and how to build it from Level 0.