Innovative Approaches to Financial Risk Management under Conditions of Uncertainty

Abstract

The article is devoted to the study of innovative approaches to financial risk management under conditions of radical uncertainty caused by global shocks and geopolitical challenges. The relevance of the research is driven by the unprecedented level of uncertainty in the modern global economy, particularly in the context of the COVID-19 pandemic and the full-scale war in Ukraine, which has created the most unpredictable conditions for assessing and managing financial risks. The paper provides a theoretical distinction between the concepts of risk and uncertainty based on F. Knight’s classical framework, analyzes the classification of financial risks, and identifies the limitations of traditional risk-management methods under extreme uncertainty. It is shown that standard risk-assessment models lose effectiveness in the face of unpredictable shocks, which necessitates the adoption of innovative technological solutions. The challenges of financial risk management in the Ukrainian context are examined in detail, including foreign exchange, interest rate, regulatory, operational, and reputational risks during wartime. The interconnection between the destabilization of the real sector and the banking system is identified, and the impact of European integration requirements on the risk-management system under martial law is analyzed. Innovative approaches to financial risk management are comprehensively reviewed, including the use of artificial intelligence and big data analytics for real-time risk forecasting, scenario planning and stress testing as tools for preparing for alternative developments, the application of blockchain technologies and smart contracts to enhance transparency and automate contract execution, and the implementation of continuous monitoring systems and proactive risk management. It is demonstrated that companies with advanced risk-management systems exhibit significantly higher resilience during crises. A comparative analysis of international experience is conducted using the practices of the European Union and Asian countries as examples. The European approach is characterized by strong institutional orientation through stringent regulatory requirements, whereas the Asian region demonstrates leadership in FinTech innovation and flexibility in responding to emerging risks. The feasibility of adapting both approaches for Ukraine is substantiated in the context of European integration and technological modernization of the financial sector.