In the years 2000 energy companies built up large trading teams, with even larger teams for back office, middle office, portfolio management and risk management. Now that the times have changed, energy companies are forced to scale down rapidly. In this white paper publication, we describe how energy companies can reduce costs while improving their analytic capabilities and take better decisions.