AI datacenter capex will far exceed forecast revenue through 2030

Gartner’s forecast signals that AI infrastructure spending is racing far ahead of the revenue it can generate, with projected AI datacenter capex requiring far more return than enterprise and consumer AI markets are expected to deliver through 2030. For CIOs, this raises the strategic bar for AI investment decisions: prioritize only use cases with clear business value, tighter unit economics, and measurable payback, while assuming the market will see consolidation and financial stress among smaller infrastructure providers. IT organizations should prepare for increased scrutiny on AI portfolio governance, vendor viability, and infrastructure cost optimization as leadership demands proof of ROI before scaling further.