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Report published September 24, 2026

AI Infrastructure Spending Is Accelerating: Apollo Analysis on Enterprise Capex Concentration

Apollo · September 24, 2026

Data from Ramp and Apollo shows that AI infrastructure spending is accelerating but is hyper-concentrated among the top 10% of firms. The top decile accounts for 99.5% of model serving and inference spend and 99.0% of neocloud spend.

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Finvaulta summarizes Apollo's analysis. Attribute opinions, forecasts, time-sensitive values, and chronology to the issuer and report date; do not treat this page as an independent verification or a current market-data source.

Key Takeaways

  • 1.AI infrastructure spending is extremely concentrated, with the top 10% of firms accounting for 99.5% of spending on Model Serving & Inference and 99.0% on Neocloud.
  • 2.Spend on foundation model providers OpenAI and Anthropic is similarly dominated by the top 10% of firms (95.6%), on par with cloud computing (95.7%).
  • 3.Traditional enterprise software categories such as CRM and non-AI SaaS show broader distribution across the bottom 90% of firms compared to AI infrastructure categories.

Table of Contents

  • AI infrastructure spending is accelerating
  • Share of category spend, top 10% vs. bottom 90% of firms (%)

Report data

Share of category spend, top 10% vs. bottom 90% of firms (%)

MetricEstimateContext
Top 10% share of Model Serving & Inference spend99.5%Share of category spend among top 10% vs. bottom 90% of firms
Top 10% share of Neocloud spend99.0%Share of category spend among top 10% vs. bottom 90% of firms
Top 10% share of OpenAI + Anthropic spend95.6%Share of category spend among top 10% vs. bottom 90% of firms
Top 10% share of Cloud computing spend95.7%Share of category spend among top 10% vs. bottom 90% of firms
Top 10% share of SaaS excluding AI spend91.8%Share of category spend among top 10% vs. bottom 90% of firms
Source: Ramp Chief Economist Ara Kharazian, Apollo Chief Economist. This is a dated model snapshot, not a live forecast.

Reports in this series

Daily Spark is shown in chronological order through this edition, published on September 24, 2026.

Part of the Daily Spark series — view all 4 editions

  1. Aug 17dailyspark 2026 08 17
  2. Aug 27dailyspark 2026 08 27
  3. Sep 21dailyspark 2026 09 21

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