AI Capex Meets Cash-Flow, Financing and Execution Constraints

The infrastructure boom is being tested against cash generation, financing costs and project execution. AI investment could exceed $10 trillion through 2032, while hyperscaler spending and Oracle-related delays sharpen concerns about returns, leverage, power, permitting and backlog conversion. The key test remains whether AI revenue and productivity can catch up before financing or capacity risks force a slowdown.