Inspired by Nobel prize winner, Daniel Kahneman’s timeless lessons on decision‑making, explore how his ideas can help cyber leaders improve group judgement and overcome bias in strategy discussions.

CRQ can’t remain a pilot forever. To drive meaningful, repeatable value, it needs to mature into a business capability: trusted, embedded, and regularly informing decisions.

Before a single scenario is modelled or a number estimated, one of first challenges in adopting cyber risk quantification (CRQ) is simply persuading stakeholders it's worth doing.

In this article, I’ll share six working principles I’ve found essential for embedding CRQ in a way that sticks — not just as a project, but as a true business capability.

What Shackleton Can Teach Us About Navigating Cyber Risk

For all the energy that organisations invest in CRQ, a frustrating truth remains: many results don't actually lead to better decisions. Quantification is a powerful tool. But like any tool, its value lies in how it’s used.

Just like the weather, Cyber Risk Quantification (CRQ) needs a standardised set of metrics. Let's explore what they can be.

Understanding the cyber threats you face and where best to invest in strengthening your cyber security is a business priority.

Worst case sets a practical limit on what should be spent to manage/mitigate risk, most likely is what you should expect to occur, while ALE tells you how to do long-term financial planning or to think for (self) insurance.

One way to fortify your cyber security is by using cyber risk quantification (CRQ), helping you to express risk quantitatively.

Cyber security threats aren’t going away. If anything, as we evolve our use of technology through continued digitisation, they’ll grow.