AI infrastructure costs spiral uncontrollably while downstream revenue fails to materialize

Companies investing heavily in AI infrastructure face a fundamental unit economics problem: upstream GPU/compute orders are exploding while downstream customers refuse to pay proportional prices, creating an unsustainable cost structure. Organizations cannot reconcile the massive capex required for AI systems with actual customer willingness to pay, leaving them trapped between sunk infrastructure costs and insufficient revenue to justify the investment.