KlairVu Insights

Risk Intelligence,
Clearly Explained.

Practical thinking on continuous threat exposure management, risk prioritisation, attack surface management, and building security programs that drive real business decisions.

All Articles
Risk Prioritisation

From 10,000 Findings to 3 Decisions: How Business Context Rewires Your TVM Program

Jul 2026  ·  12 min read

Most TVM programmes drown in volume. The ones that don't have made a single architectural shift: they anchored every finding to a business asset with a known owner and a measurable revenue impact.

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CTEM

The CISO's Guide to Continuous Threat Exposure Management (CTEM): Gartner's Five Stages Explained

Jun 2026  ·  9 min read

Gartner's CTEM framework offers a path from point-in-time vulnerability scans to an always-on programme that mirrors how attackers actually think. Here's what each stage really demands in practice.

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Attack Surface

Why Attack Surface Management Is Not Enough Without Exploitation Context

May 2026  ·  8 min read

ASM tools are now mainstream — and still not enough. Knowing what's exposed is only half the equation. Without knowing what's actively exploitable, you're still flying blind on the decisions that matter.

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Business Case

How to Build a Business Case for Security Risk Intelligence: The CFO's Framework

Apr 2026  ·  7 min read

Security leaders struggle to justify risk intelligence investment because they speak CVEs to people who think in cash flow. This article gives you the CFO-ready translation layer you need.

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Vulnerability Scoring

EPSS vs CVSS: Why Exploitation Probability Scores Are Replacing Severity Ratings

Mar 2026  ·  6 min read

CVSS has been the industry standard for two decades. EPSS is a decade younger and increasingly more useful. Here's what the data says about which score actually predicts real-world exploitation.

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Security Metrics

Measuring Security Team Effectiveness: The 5 KPIs Every CISO Should Track

Feb 2026  ·  8 min read

Vulnerability counts and scan coverage tell you how busy your team is — not how effective it is. These five metrics tie security activity to the outcomes that boards and CFOs actually care about.

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