The Northwest Corner Rule is a method used in transportation problems to find an initial feasible solution by starting at the top-left corner of a cost matrix and allocating as much as possible to each cell, moving right or down until all supplies and demands are met. This rule is simple and quick but doesn't guarantee an optimal solution, often requiring further optimization techniques like the stepping-stone method or MODI method.