AWS revenue grew 28% this quarter, beating Wall Street estimates as enterprises accelerate AI adoption. Strong cloud spending offset a dip in stock price following cautious current-quarter projections. This growth confirms that corporate AI budgets are shifting from experimentation to infrastructure spend. Practitioners should expect continued stability in cloud scaling for LLM deployments.