As organisations face increasingly complex and interconnected cybersecurity threats, the ability to measure and communicate risk effectively has become a cornerstone of risk management. Cyber Risk Quantification, the practice of assessing threats in measurable terms, has evolved alongside frameworks and scoring systems aimed at simplifying this process.

The diverse landscape of cyber risk methodologies, ranging from technical scoring systems like CVSS to financial quantification frameworks like FAIR—offers organisations multiple tools to manage threats. However, these tools often operate in isolation, creating challenges when aligning technical, operational, and financial risk perspectives. Mapping between these approaches bridges the gaps, enabling organisations to unify risk management strategies and enhance decision-making.