The first step of a technological solution for the recovery of non-technical energy losses (NTL) in the distribution phase is to use data mining techniques. MVM Ingeniería de Software has developed a technology with high potential, oriented in this direction, for Companies Distributors and Traders of energy (DT), through its advanced analytical capacity in descriptive and predictive levels framed in the context smart grid for achieving a reliable distribution network to failures that are due to technical problems and fraudulent users.