Amazon is turning to artificial intelligence and betting more money than anyone else in Silicon Valley. Under CEO Andy Jassy, the tech giant plans to pump a staggering $200 billion into AI infrastructure this year, the largest institutional investment of its kind, as it races to seize what Jassy calls “the opportunity of a lifetime.” His next mission? Convincing investors that the gamble will pay off.
Amazon’s high capital expenditures were not “based on a hunch,” Jassy said in his annual letter to shareholders published today (April 9). “AI is a once-in-a-lifetime opportunity, where current growth is unprecedented and future growth is even greater.”
Indeed, these investments are beginning to pay off. Jassy revealed that AI services offered by AWS, Amazon’s cloud computing subsidiary, helped push its quarterly revenue run rate above $15 billion in early 2026. “Amazon is in the midst of this land rush, and companies are choosing AWS,” he said.
Jassy, who succeeded Jeff Bezos as CEO in 2021, spent 24 years building AWS before taking the helm. His own path was not linear. He once followed sports broadcasting, coached high school football, and tried launching startups before joining Amazon.
AWS’s rise has been far from straightforward, too. It launched in 2002, but its early forays into payments and databases failed. But persistence paid off. Jassy noted that her success did not follow a “straight line.” He said that the ability to adapt is essential in a world witnessing shifts in technology and business models. “One of these fundamental transformations is artificial intelligence.”
Beyond software, AWS is also thriving in hardware. Demand for Trainium chips, Graviton processors and the Nitro platform has lifted the chip division to an annual revenue run rate of more than $20 billion, and is growing at a triple-digit rate. Interest is so intense that AWS is facing “capacity constraints resulting in unserved demand,” Jassy said, adding that two customers have ordered everyone of Amazon’s Graviton capacity for 2026. “We can’t approve these orders due to the needs of other customers, but it gives you an idea of demand.”
This demand leads to increased investment. “We’re not going to be conservative in the way we play this – we’re investing to be a meaningful leader, our future business, our operating income and our revenue [free cash flow] “It’s going to be a lot bigger because of that,” Jassy said.
Amazon has already roped in major customers for its massive spending, including a recent multi-year, $100 billion deal with OpenAI to run workloads on AWS. Jassy said additional agreements are underway, suggesting a significant portion of its 2026 spending will be recovered in the next few years.
Despite partnering with competitors — Amazon has also invested heavily in Anthropic, a major OpenAI competitor — the company isn’t worried about conflicts of interest. AWS CEO Matt Jarman said Amazon’s collaborative approach has long been its strength. “The world is big, and I don’t think any of these places are a winner-take-all market,” he told an audience at the HumanX conference in San Francisco this week. “We believe there is room for many of these companies to succeed.”
