What is unfolding in Amazon hikes hardware prices represents a convergence of technical capability, regulatory clarity, and market readiness that rarely occurs simultaneously. The window to act strategically is narrowing. Organisations that treat AI adoption as a strategic imperative rather than a tactical experiment will define the competitive landscape of the next decade.