Apollo economist says AI has delivered 'zero financial payoff' outside tech

TechCrunch reported on October 25 that an economist at Apollo has concluded artificial intelligence has produced what the piece calls “zero financial payoff” for corporate America outside of tech. The framing sets the scale of the industry’s spending against the returns that non-technology companies say they are seeing.

The article’s central contrast is between investment and outcome. It notes that capital and attention around AI remain enormous, yet for companies beyond the technology sector the technology has not translated into financial results. The question it raises is not whether AI is being used, but whether use shows up as something recognizable on the books.

The claim is scoped deliberately. It does not argue that AI is worthless to the technology companies building and selling it; it focuses on the much larger population of adopters — insurers, manufacturers, retailers, healthcare providers and others — where AI is a purchased tool rather than a core product. For those buyers the test is plain: did costs fall, did output rise, did revenue grow.

That distinction matters for the growth story sold by cloud providers and enterprise software vendors, much of which rests on the assumption that AI spending will spread across every industry and eventually show up in margins. If buyers cannot measure a return, budget approval gets harder and pilots are less likely to expand.

It is worth treating the claim as an analytical judgment rather than an audited finding. “Financial payoff” can mean labor savings, output per employee, or new revenue, and different definitions produce different verdicts. The source offers a directional conclusion, not a standardized measurement.

The signals to watch are concrete: enterprise AI spending guidance, how cloud providers disclose AI workload demand in earnings, and public cases of pilots moving into production. Those data points will show whether the returns gap is closing or widening.