The role of energy distributors is rapidly changing, with a new necessity of response to the global movement of energy transition and digitalization. Despite advances in the modernization of networks and technological innovation, classic problems such as the management of energy losses and defaults continue to cause losses for companies and consumers. The absence of integrated and consolidated analytical views, due to factors such as the high volume of data and different sources, makes management inefficient, with low responsiveness and anticipation.