Quantifying Chaos: Wall Street’s New Catastrophe Models Tackle War Risk
Wall Street firms are gaining access to sophisticated catastrophe models that can help predict the likelihood of wars, a development that reflects the growing recognition of military conflict as a major business risk. These models, developed by firms like Catastrophe Bond Solutions and Aximo Risk, were initially designed to forecast natural disasters like hurricanes and earthquakes, but are now being adapted to help investors and insurers better understand the threat of war.
The push to quantify war risk is a response to the rising number of conflicts worldwide. Since 2008, over 150 countries have been involved in at least one military conflict, with many more experiencing heightened tensions and instability. For investors, banks, and insurers, this means that the traditional risk assessment frameworks used to evaluate business and investment decisions may no longer be sufficient.
Modeling Military Conflict
The new catastrophe models are based on complex algorithms and machine learning techniques that analyze a range of factors, including geopolitical tensions, economic indicators, and historical conflict patterns. By processing large datasets and identifying key correlations, these models aim to predict the likelihood of conflict and its potential impact on global markets.
For example, Aximo Risk‘s model assesses the risk of military conflict in various regions, taking into account factors such as the presence of armed groups, territorial disputes, and government stability. By providing a quantitative measure of war risk, these models can help investors and insurers make more informed decisions about where to allocate their resources and how to manage their portfolios.
Implications for Investors and Insurers
The development of these catastrophe models has significant implications for the financial industry. By incorporating war risk into their risk assessment frameworks, investors and insurers can better understand the potential downsides of investing in countries or regions prone to conflict.
What this means is that investors and insurers may choose to diversify their portfolios by avoiding countries with high conflict risk, or by allocating resources to conflict resolution initiatives. Alternatively, they may seek to capitalize on opportunities in countries that are actively working to reduce conflict and promote stability.



