Although returns distributions are complex, they can't avoid manipulation in any form. We propose a new methodology, the Intelligent Portfolio Selection & Optimisation System - IPSOS that takes into account hidden information within the extended accounting data and financial statements, among other values incorporates them on a new Jordan Elman hybrid network to provide safer financial evaluations.