Doing the Math: Quantifying Risk and Optimizing Capital
Structured solutions offer flexibility and resilience, but their true value lies in the numbers. Before committing to multi-year programs or higher retentions, organizations must quantify the financial impact to ensure decisions align with capital strategies and deliver measurable savings.
Advanced analytics tools such as Aon’s Casualty Risk Analyzer and Risk Financing Analytics model the cost implications of different retention levels, multi-year structures and ART solutions. Monte Carlo simulations, for example, forecast total cost of risk under various scenarios, helping businesses determine whether raising deductibles or adopting a multi-year structure will actually reduce costs over time.
“The next step is turning strategy into numbers,” says Christopher Bruce, Aon’s Chief Broking Officer, National Casualty, North America. “By modeling scenarios and benchmarking against peers, businesses can validate whether ART solutions truly outperform traditional insurance — and identify the optimal mix of retention and transfer.”
Benchmarking is equally critical. If most comparable firms retain $1 million and you’re buying down to $100,000, you may be over-insured. Analyzing insurer economics — understanding how much of your premium covers expected losses versus overhead and profit — can uncover opportunities to deploy capital more effectively through captives or structured solutions.
“Organizations that quantify their risk, benchmark their programs and model alternatives are better equipped to negotiate with insurers, optimize capital and build long-term resilience — even in a turbulent market,” Bruce adds. “Once organizations understand the economics of retention and transfer, the next step is execution — turning insights into action.”
Benefits of Multi-Year Casualty Insurance for CFOs and Risk Leaders
Understanding the economics of risk is only the first step; the real advantage lies in applying those insights. By combining analytics with innovative solutions, businesses can transform volatility into opportunity and strengthen resilience for the long term. Here’s how you can move from analysis to execution: