The article is devoted to the choice of reliability-oriented solutions for building an enterprise management system. The Monte Carlo method is used as a tool for reliability analysis, which provides an estimate of the reliability index with a given confidence probability. A software implementation in the R language is proposed. A quantitative example is provided.