Hidden AI Revenue Loop
Analysts warn that some AI growth may be propped up by circular finance: cloud providers invest in startups, issue cloud credits, then count the resulting usage as revenue tied to those providers. That arrangement could make headline AI revenue less independent and is drawing calls for greater financial transparency. (techpolicy.press)
A cloud credit is a prepaid coupon for computing power, and the biggest artificial intelligence providers hand out lots of them to startups they also fund. Analysts and policy researchers say that can make artificial intelligence demand look more independent than it is. (techpolicy.press) The basic loop is simple: a cloud company invests in a startup, gives it credits or financing, and the startup spends that money on the same company’s servers and artificial intelligence tools. Hera Hyeonseo Lee described that structure on April 13, 2026, and urged antitrust and securities regulators to examine it. (techpolicy.press) The credits are large enough to matter. Amazon Web Services says eligible startups can receive up to $100,000 in Activate credits, while Google Cloud says artificial intelligence startups can receive up to $350,000 over two years. (aws.amazon.com, cloud.google.com) Those programs sit inside a boom in cloud spending tied to artificial intelligence. Microsoft said in its fiscal year 2025 annual report that Azure passed $75 billion in revenue, up 34 percent, and Alphabet said Google Cloud revenue reached $43.2 billion in 2025, up 31 percent from 2024. (microsoft.com, abc.xyz) The concern is not that credits exist. The concern is that investors and regulators may not be able to tell how much reported cloud growth comes from outside customers paying cash, and how much comes from customers whose spending was enabled by the provider itself. (techpolicy.press) That question has gotten sharper as cloud companies and model makers sign ever larger infrastructure deals. OpenAI said on January 21, 2025, that Stargate planned to invest $500 billion in United States artificial intelligence infrastructure over four years, and later said its Oracle and SoftBank buildout had grown to more than $450 billion in planned investment. (openai.com, openai.com) OpenAI also deepened its direct buying relationship with Oracle. OpenAI said in September 2025 that Stargate was advancing through a 4.5 gigawatt partnership with Oracle, and CNBC reported the companies signed a five-year cloud deal worth $300 billion starting in 2027. (openai.com, cnbc.com) Microsoft, Amazon, and Google present the credits as standard customer acquisition tools, not accounting tricks. Microsoft’s startup program says it gives founders free access to models, Azure credits, and guidance, and Amazon and Google market their credits as a way to offset early infrastructure costs. (microsoft.com, aws.amazon.com, cloud.google.com) The reporting gap is in the public filings. Microsoft discloses Azure’s annual revenue, but its annual report does not break out how much usage came from subsidized startup programs, and Google’s earnings release reports Google Cloud revenue without a separate line for credit-funded consumption. (microsoft.com, abc.xyz) Lee argued regulators should push for plainer disclosure of related-party financing, cloud credits, and revenue concentration tied to a few artificial intelligence customers. Until that happens, investors will keep parsing whether the artificial intelligence boom is being measured in outside demand, internal subsidy, or both. (techpolicy.press)
