The PGA Tour once transported its entire digital infrastructure, servers and all, in trucks crisscrossing the country each week. This traveling setup, a logistical feat of loading, unloading, and reassembling computer racks and scoreboards at every new tournament location, stands as a stark contrast to its current operations. Today, that same organization leverages artificial intelligence to generate betting profiles in minutes and power fully automated television broadcasts, a transformation underpinned by cloud technology. This shift by entities like the PGA Tour illustrates a broader movement that Amazon CEO Andy Jassy believes will fundamentally reshape global IT spending and propel Amazon Web Services (AWS) into a trillion-dollar annual revenue business.
Jassy recently told investors that approximately 85% of global IT expenditure still goes towards on-premise company servers, a figure he expects to flip dramatically over the next one to two decades. This projection is not merely speculative; Amazon’s second-quarter results underscore an accelerating trend. AWS revenue climbed to $42.2 billion in that period, marking a 37.6% year-over-year increase. This represented the division’s fastest growth in 18 quarters and its fifth consecutive quarter of acceleration, adding more than $4.6 billion in revenue sequentially. AWS is now operating at an impressive $169 billion annualized run rate, with a customer backlog reaching $496 billion. Investors have responded positively, pushing Amazon’s stock up more than 15% following the results.
The PGA Tour’s journey provides a tangible example of this rapid migration. When the organization established its new global headquarters about five years ago, it consciously avoided fixed IT infrastructure, opting instead to move all its systems to AWS. This included critical components like the “ShotLink” ball-tracking system, its extensive media archive, the official website, and mobile application, along with all data distribution systems. With this foundational data now residing in the cloud, the tour began to integrate AI, a pattern Amazon executives note is becoming increasingly common across various industries. Amazon CFO Brian Olsavsky highlighted this trend, stating that customers seeking the full benefits of AI are accelerating their cloud transitions, leading to a corresponding increase in core cloud consumption.
This strategic layering of AI on cloud infrastructure has enabled significant advancements for the PGA Tour. Utilizing an agentic AI platform on Amazon Bedrock, AWS’s service for deploying foundation models, the tour can now generate around 150 betting profiles in approximately nine minutes. Through Bedrock, thousands of pieces of content are created weekly, and at the 2025 Players Championship, AI-generated commentary was introduced, offering a two-sentence summary for each of the 32,000 shots hit during the tournament. Looking ahead to 2026, the tour plans to debut what it terms “agentic production,” a fully automated television broadcast system where camera selection and graphics are driven by ShotLink data. The mobile app will also feature a “favorite player hub” that provides AI-generated insights into a golfer’s performance immediately after a round.
David Provan, the tour’s vice president of digital architecture, explained that the initial focus was not on AI for its own sake, but rather on solving specific business challenges. The internal mantra has shifted from undertaking “AI projects” to having “projects that use AI,” acknowledging that not every initiative requires an AI component. Jassy characterizes the current AI demand as a barbell: at one end are the large AI labs and a few breakout consumer applications, while at the other are enterprises seeking productivity gains and cost reductions through automation. The vast middle segment, comprising existing enterprise production workloads that could benefit from AI inference but largely haven’t yet, represents what Jassy believes will become the largest absolute segment over time. He emphasized that the industry is still in the early stages of AI demand, predicting it will transform every customer experience.
Val Henderson, CEO of Caylent, an AWS-exclusive consulting firm, echoes this sentiment, particularly highlighting Bedrock’s model-choice architecture as a key differentiator. The ability to run various large language models from different providers on a single platform, with intelligent routing to the most cost-effective model, offers substantial advantages for businesses focused on return on investment. Amazon reported that customer spending on Bedrock in the second quarter surpassed all previous quarters combined since its 2023 launch, with more new customers joining in the last six months than in its first two years. AWS’s AI business now boasts an annual revenue run rate exceeding $25 billion. Matt Wood, AWS’s chief AI and technology officer, noted that the enthusiasm from customers, particularly in regulated industries like healthcare and financial services, continues to surprise him, suggesting that their existing focus on governance and data security has prepared them well for effective AI deployment. The initial draw of cloud computing was often cost, but the agility and new capabilities it unlocks remain the true long-term value for customers undergoing such profound technological transformations.
