Modern financial institutions operate in a world that looks very different from the one in which traditional risk models were created. As Jordan Koningham and other forward-thinking professionals often highlight, the systems designed decades ago are struggling to keep up with digital transformation, global interconnectivity, and rapid market shifts. Banks, investment firms, and insurance companies still rely heavily on frameworks built around historical data, predictable cyc