The AI Cascade Effect: Convergence in Critical Infrastructure, Healthcare, and Financial Services

What happens when one AI failure doesn't stay contained?The next major AI incident will not stop at the point of impact. It will move through the systems your organization depends on - and the systems society depends on even more.This book examines AI risk across three sectors that cannot afford to fail: critical infrastructure, where digital failure becomes physical consequence; healthcare, where optimization errors become patient harm; and financial services, where machine-speed confidence becomes systemic shock.As AI systems absorb more decision-making and connect previously separate functions, the line between local failure and systemic consequence begins to disappear. This is a warning about what happens when speed, automation, and dependency combine before governance and resilience catch up.For CISOs, risk leaders, regulators, and executives responsible for environments that cannot afford a cascading breakdown.AI convergence doesn't fail in place. It cascades.