This face-to-face course is intended to provide a brief overview of the resolution of complex problems in different business organizations or other application scenarios, taking as a starting point the refinement of information systems based on flattering interpretations. The focus is on the links between Business Intelligence (Business Intelligence) and Data Science, seen not only in terms of proximity and distancing - more or less known - as areas of scientific knowledge and technological, but also in terms of the validity of deepening and discovering multiple edges from the perspective of the data to take advantage of both theoretical results and practical opportunities in the further evolution of the interrelation of the disciplines themselves, institutions and contemporary society in correspondence with the enrichment of the decision-making processes.