Development of Risk-Based Predictive Analytics Based on the Harvard Paradigm of Industry Analysis

The article discusses methodological tools for predicting the financial security of companies, which is based on the concept of international financial reporting and auditing standards (ISA 200, 240, 315, 520, 570), the Harvard paradigm of industry analysis, which has been developed in modern studies in the field of sustainable development and risk management. oriented methods, as well as the use of mathematical and statistical tools and modern big data technologies in economic research. The practical novelty of the proposed methodological tools lies in the complexity of assessing the risks of financial solvency (risk factors of the probability of bankruptcy), which is in demand in audit and arbitration practice.