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2025-01-01

Question of the Day

Question of the day · 2026-07-31 ·

One question per day to look beyond the headlines.

How did Amazon’s AI infrastructure spending translate into stronger AWS growth while Apple’s supply constraints cut guidance?

Take-away Owning the AI compute stack (custom chips + data centers) turns capex into AWS capacity/revenue, while device OEMs can’t bypass component bottlenecks so guidance falls.

Amazon's increased AI infrastructure spending significantly contributed to its strong AWS growth. In Q2 2026, Amazon's AWS revenue grew by 37% year-over-year, highlighting the company's aggressive investments in AI and data centers [2]. Additionally, Amazon's CEO Andy Jassy mentioned that specific AI-related hardware like the Trainium and Graviton chips generated over $25 billion in annualized revenue each, reflecting the impact of these investments [4]. Furthermore, the company's rise in capital expenditure guidance to $220 billion for the year emphasizes its commitment to expanding cloud and data center capabilities [1].

Conversely, Apple faced supply constraints that affected its revenue guidance. The company noted that memory chip shortages, prompted by high AI-chip demand, limited its hardware output and led to a reduced growth forecast for the September quarter [5]. Apple's emphasis on on-device processing rather than cloud infrastructure may have also limited its ability to quickly scale AI capabilities compared to peers like Amazon, which prioritized extensive cloud infrastructure investment [2]. These constraints forced Apple to warn of slower growth, cutting its revenue guidance below consensus expectations [3].

Sources · 2026-08-01