For years, the inner workings of Amazon’s artificial intelligence ambitions were a closely guarded secret. That changed decisively with the company’s April 12, 2026 shareholder letter, where CEO Andy Jassy pulled back the curtain to reveal a dual-pronged AI business generating a staggering $35 billion in annualized revenue. The disclosure not only quantified AWS’s cloud AI services but also unmasked a massive, fast-growing in-house chip operation, setting the stage for a direct challenge to industry leaders like Nvidia.
The cloud division’s AI services have reached an annualized revenue run rate exceeding $15 billion, accounting for roughly ten percent of AWS’s total business, which itself runs at about $142 billion annually. Jassy emphasized that customer demand for these services continues to outstrip available supply. This is despite a significant 3.9-gigawatt expansion of power capacity in 2025, with plans to double total capacity by the end of 2027 to meet the relentless need.
More startling was the revelation of Amazon’s internal semiconductor empire. The combined portfolio of Graviton, Trainium, and Nitro chips has surged to an annualized revenue run rate of over $20 billion, growing at a triple-digit percentage pace. Demand is so intense that the current Trainium2 generation is largely sold out, and there are already extensive reservations for the still-in-development Trainium4. This hidden powerhouse is now at the heart of a strategic pivot: Amazon plans to begin selling complete server racks powered by its own chips to external companies, transforming from an insular ecosystem into a direct hardware competitor.
To fuel this expansion, Amazon is unleashing a historic capital expenditure program. Investments for the 2026 fiscal year are planned at approximately $200 billion, a spike of nearly 60 percent from the prior year. A substantial portion is already backed by customer commitments, including a landmark deal with OpenAI valued at over $100 billion. While these outlays pressured free cash flow, which fell from $38 billion in 2025 to $11 billion, management expects the monetization of this investment wave to materialize in 2027 and 2028.
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Technical milestones underscore the scale of adoption. The company’s AI platform, Amazon Bedrock, processed more tokens in the first quarter of 2026 than in all previous years combined. Engineers developed a new inference engine called “Mantle” in just 76 days to serve as the backbone for this service. Physically, the build-out continues apace, highlighted by a total planned investment of $25 billion in Mississippi, including an $11 billion data center expansion in Madison County and a further $1 billion project in Clinton.
The strategic update provided significant momentum for the stock, which rallied 10.56 percent on the week to close at 202.85 euros on Friday. Analysts were quick to adjust their outlooks. Cantor Fitzgerald raised its price target to $260 with a Buy rating, BNP Paribas issued a fair value assessment of $320, and William Blair reaffirmed its Outperform rating, adding Amazon to its Conviction List.
Beyond AI, Amazon is activating other growth levers. Its pharmacy division has begun delivering Eli Lilly’s new weight-loss drug, Foundayo, and Prime Video is introducing a more expensive, ad-free “Ultra” subscription tier priced at $4.99 per month to boost streaming margins. Together, these moves paint a picture of a company aggressively investing today’s cash to secure dominance across the technology landscape of tomorrow.
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