The paper proposes the use of NARX neural network of forecasting the impact of foreign economic contract risks on the profitability of an aircraft factory. Levenberg-Marquardt method
serves as an optimization technique for quality function. This approach allows minimizing the negative impact of risks on the effectiveness of foreign economic activity of an aircraft factory.