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SECURITY ENGINEERING TOOLS

Vulnerability Prioritization Engine

CVSS tells you severity but not priority. This adds the context that matters: is the system internet-facing, does a public exploit exist, what data is at risk, and what would the impact be.

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Asset is internet-facing or externally accessible
Known public exploit or proof-of-concept exists
Sensitive data is stored, processed, or accessible via this asset
System has privileged access or elevated trust in the environment
Asset is business-critical or in a high-availability requirement
Compensating controls are in place (WAF, network segmentation, MFA, monitoring)
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This uses rule-based scoring to help think through prioritization. Not a formal risk assessment, and the numbers are a starting point, not gospel.
What this tool does differently

Goes beyond CVSS scores to prioritize vulnerabilities by exploitability, internet exposure, sensitive data proximity, privilege level, and business impact. Produces a risk-ranked list of findings with prioritized remediation order and rationale.

CVSS is a useful standard but it measures severity in isolation. A critical CVSS score on an internal system with no external access and no sensitive data is less urgent than a medium-severity finding on an internet-facing service with public exploits and production database access.

Risk-based vulnerability management

The goal of vulnerability management is not to remediate everything — it is to remediate the things most likely to lead to a real incident first. That requires context: is this exploitable from the internet? Does public exploit code exist? What would an attacker reach if they exploited it?

This tool helps translate scanner output into a prioritized work queue that engineering and IT teams can act on, with justification for the priority order that makes sense to people outside the security team.