This paper shows how to evaluate the distribution of the accumulated (or discounted) value of cash flows when the instantaneous rates of return follow a conditional ARMA process with normally distributed innovations. The need for evaluating it occurs in several applications in insurance or finance, for instance in the context of Asset-Liability Management of pension funds.