The following paper focuses on the issue of Revenue Management in companies, which is mainly used in the service sector. The article focuses on the issue of creating economic models and software that optimizes sales in price management. Only the specifics related to probability simulation using the Monte Carlo method are discussed. The paper also discusses solutions to these problems, although not all of the problems are fully excluded, approaches are provided that at least mitigate their negative impact.