The Balance Sheet Behind the AI Revolution

Apollo

Rob Bittencourt

Research

4 Pages

Apollo argues the AI story is no longer just about models and software upside, but about who can finance the physical buildout behind it. The piece frames AI as a balance sheet story, noting software revenue multiples have fallen 38% over the past six months while the market is now expecting $4 trillion to $5 trillion of digital infrastructure investment by 2030.

Key Takeaways

Buildout Needs Revenue: Apollo estimates AI end user revenue must reach $1.5 trillion to $2 trillion by 2030 to support the expected $4 trillion to $5 trillion infrastructure buildout.
Current Revenue Is Small: Revenue from new AI applications was only $35 billion to $65 billion in 2025, leaving a very large gap versus what the buildout appears to require.
Scale Looks Enormous: Apollo notes $2 trillion of AI revenue would equal the combined size of the global enterprise software and online advertising markets, yet still be only about 3% of global knowledge workforce compensation.
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