quantitative assessment

future of risk management

Is Quantitative the Only Future of Risk Management?

Quantitative methods for understanding how risk and uncertainty impacts the organization is a subject I’ve been focusing on more this year. Without a doubt, modeling, Monte Carlo simulation, and other advanced math-based methods can be a valuable tool for helping decision-makers in certain companies. Many risk management thought leaders, including some I quote often like…
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Why Do Most Organizations Avoid Quantitative Risk Assessment?

No ERM process that is effective at helping a company understand threats and opportunities to achieving objectives is going to just create a list of risks. While that may be sufficient for a regulator, it means absolutely nothing for helping executives run the organization better. After identification, companies then take the vital step of assessing…
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Using Monte Carlo Simulation to Support Decision-Making

My first interview with Hans Læssøe last month covered a wide-range of topics, including background on what led Hans’ former company to adopt ERM and a few factors key to its success. In this interview, we discuss a topic I’ve touched on briefly in previous articles but haven’t elaborated on much, until now. Monte Carlo…
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