---
id: "question-enterprise-demand-timing"
type: "open-question"
source_timestamps: ["§ Innovation Meets Speculation", "\\\"§ Industrial Policy", "Capital Flows", "and the Geopolitics of AI\\\""]
source_url: "https://hbr.org/2025/10/is-ai-a-boom-or-a-bubble"
source_title: "Is AI a Boom or a Bubble?"
tags: ["market-demand", "infrastructure", "roi"]
related: ["concept-stranded-assets", "claim-enterprise-lag", "concept-circular-financing"]
resolutionPath: "Tracking enterprise AI software revenue growth against capital expenditures by hyperscalers over the next 2-4 years."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-foci-74-ai-boom-or-bubble"
sourceUrl: "https://hbr.org/2025/10/is-ai-a-boom-or-a-bubble"
sourceTitle: "Is AI a Boom or a Bubble?"
---
# Will Enterprise Demand Materialize in Time to Absorb Infrastructure Capacity?

**Open question.** Venture funds, sovereign-wealth funds, and tech giants are investing billions *ahead of* adoption, betting enterprise demand will eventually catch up. But enterprises remain hesitant on ROI and compliance grounds (see [[claim-enterprise-lag]]). It is unresolved whether demand will scale fast enough to prevent a massive oversupply of chips and data centers — i.e., whether [[concept-stranded-assets|stranded assets]] materialize or the [[concept-circular-financing|circular financing]] loop unwinds gracefully.

**Resolution path:** Track enterprise AI *software revenue* growth against *hyperscaler capex* over the next 2–4 years. (Enrichment: Fidelity notes it "may take more time before revenue and earnings from AI begin to match the rate of spending.")