Remember that you can only apply this rule to compounding growth or decay. In other words, this formula can only be used for investments that earn compound interest, not simple interest.
It's found in many contexts, from exponential growth to radioactive decay. In finance, e is used to calculate growth via compound interest. It's also the mathematical expression for the base of ...