The Potential Method is a technique used in algorithm analysis to amortize the cost of operations over a sequence, ensuring that the average cost per operation is minimized even if some operations are expensive. It involves defining a potential function that maps the state of a data structure to a real number, representing stored 'energy' that can be used to offset future costs.