Security Operations

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SOC automation, AI triage, MSSP operations, and compliance — practical writing for security teams.

AI and Automation15 March 20267 min read

How AI Reduces SOC Alert Triage from 3.5 Hours to 3.2 Seconds

Traditional alert triage burns analyst hours on false positives. Here's how AI evidence chains, blast radius analysis, and institutional knowledge change the economics of a SOC.

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MSSP8 March 20265 min read

The MSSP Dashboard Problem: Why Single-Pane-of-Glass Actually Works Now

MSSPs have been promised single-pane-of-glass for 15 years. AI cross-tenant correlation is what finally makes it real — not just a marketing slide.

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Compliance28 February 20269 min read

NIS2 and DORA: What Your SOC Actually Needs to Change

NIS2 Art.21 requires documented risk management. DORA Art.10 mandates ICT incident classification. Here's what both mean for your SOC workflow and how to satisfy them without a 6-month project.

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Security14 February 20264 min read

Why BYOK Matters for AI in Security Operations

When your AI key is shared, your alert data is commingled with other organisations. BYOK — Bring Your Own Key — is not just an enterprise feature. It's the minimum bar for security data.

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