Integration of modern financial instruments and digital technologies into investment management of banking institutions

Abstract

The paper explores the application of artificial intelligence in managing modern financial instruments, such as green bonds and derivatives, to enhance the economic security and risk management of banking institutions amid digital transformation. The findings provide practical recommendations for bank management and regulators to build adaptive protection systems against emerging cyberthreats, ESG risks, and market volatility.