On the basis of a probabilistic analysis of the anomalous scaling of financial returns we construct a model of the stochastic evolution of financial assets. We show how this approach is capable to reproduce robust features (stylized facts) of market evolution. We also briefly sketch how it is possible to obtain closed-form solutions for option pricing within this framework.