Global capital expenditure on artificial intelligence infrastructure reached $42.5 billion in the third quarter, driven by hyperscalers and enterprise software providers. The sustained investment reflects shifting corporate priorities toward proprietary model hosting and localized data processing.
Capital Allocation Shifts
Data center operators are reallocating hardware budgets away from general-purpose servers to specialized GPU clusters. Supply chain data indicates lead times for high-density power delivery hardware have doubled, signaling ongoing structural bottlenecks.