The Crank-Nicolson Method, pivotal in quantitative finance, adeptly solves PDEs for option pricing and interest rate modeling. It splits time and space into grids, balancing calculations between current and next steps (implicit and explicit). It's stable and precise, essential for real-world financial scenarios.