Annotation: The article considers the problems of control of risky operations in banking and the possibility of using the latest IT technologies for these purposes in order to optimize banking. The article examines the construction of models of dependence of banking indicators on the macroeconomic situation of the state and their use to forecast risks for future periods. Using modern mathematical processors, correlation and regression analysis was performed and the possibilities of calculating banking risks for the following periods with the help of IT technologies and current values of macroeconomic indicators were shown.