AI delivers zero financial payoff to most companies, Apollo economist says
Current overview (not historical)
Apollo Global Management chief economist Torsten Slok argues that AI has delivered zero financial payoff to most companies, citing data showing no meaningful improvement in profit margins or revenue per employee for S&P 493 non-tech firms. Slok contends that converting increasingly cheap intelligence into revenue growth and higher profit margins is extremely challenging, as AI lacks the critical business elements of accountability, culture, and ethics.
Written with AI from the reporting · updated 10/25/2026
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- 1Unclassified fact stationOct 25, 00:00recorded Oct 26, 01:05single sourcerevised
AI delivers zero financial payoff to most companies
Read original source ↗ TechCrunch · AIReplay this moment in the explorerEvidence & revisions · 1 source records
- Subject:
- Torsten Slok
- Action:
- published a note analyzing S&P 493 profit margins and revenue per worker
- Object:
- S&P 493 companies outside tech industry
- Occurred (fact side):
- Oct 25, 00:00
- Published (valid side):
- Oct 26, 00:57
- First seen (known side):
- Oct 26, 01:05
Fact stationSingle source · one-sided claimRevisedCopy may have been revised later; time replay is bounded. Layer labels group reading only, not causation between layers.
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- TechCrunch · AIRelated fact: single sourceSource report revisedApollo economist says AI delivers zero financial payoff to non-tech companies
Report first recorded Oct 26, 01:05
According to Apollo Global Management chief economist Torsten Slok, AI has not improved profit margins or revenue per worker for the S&P 493 index, which excludes the seven largest tech companies. Despite massive investments and widespread hype, Slok argues that corporate America has yet to turn cheap intelligence into higher revenue growth or profit margins, noting AI's inability to grasp judgment, accountability, and cultural factors that drive business value.
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