Big Tech Needs $2 Trillion In AI Revenue By 2030 or They Wasted Their Capex

Major tech companies have spent over $776 billion on AI infrastructure between 2023-2025, yet none are showing meaningful revenue from AI services. Microsoft reports only $13 billion annual recurring revenue from AI, with much of Azure's AI revenue coming from OpenAI's discounted compute costs. Analysis suggests these companies need to generate $2 trillion in AI revenue by 2030 to justify their capital expenditures, while currently every AI service provider except GPU manufacturers is losing money. The high costs of GPUs, data centers, and rapid hardware depreciation compound the challenge of achieving profitability.