Sequences of independent random variables and products of probability spaces are just two ways of looking at the same thing. The natural generalization of a sequence of independent random variables is a decomposable process. We introduce a corresponding generalization of a product of probability spaces, which will be called a factored probability space, and study the structure and classification of such systems and their relation to decomposable processes.