Contemporary financial strategies reflect the growing complexity of worldwide financial markets. Financial entities need to navigate a setting characterized by unprecedented interconnectedness and volatility. Among the top successful methods integrate robust assessment with adaptive systems that respond to changing market dynamics. Event-driven f