Business leaders are increasingly relying on internal and macro data to improve organization performance. Naturally, the effective use of data depends on how successful an organization is in applying data analysis tools in addition to data management. Since the data relating to a firm’s business activities in most cases involve elements of uncertainty, statistical and probabilistic tools have been widely used to model the collected data. Short, medium and long term business strategies are then developed based on these models in order to maximize performance.