You’re a business leader who needs to make decisions under uncertainty every day. Whether you run a bank, an insurer, an energy firm, or a manufacturing plant, you face risks that affect capital, reputation, operations, and strategy. Monte Carlo simulation has long been one of the most powerful methods for quantifying and exploring those risks. Now, AI is changing how those simulations are built, run, interpreted, and governed. This article gives you practical, sector-focused guidance so you can understand how AI-enhanced Monte Carlo simulation can increase your productivity, improve decision quality, and help you meet regulatory expectations.