Moving into 2023, the incremental cost headwinds are likely to abate with a leaner and more efficient e-commerce cost structure while inflationary pressures ease. AWS remains well positioned for long-term growth despite the short-term challenges due to macroeconomic uncertainties causing some customers to cut their budgets.