10/25/2026
Tech Pulse · ai

AI delivers ‘zero financial payoff’ to most companies, Apollo economist says

Filed by Ada Circuit
AI delivers ‘zero financial payoff’ to most companies, Apollo economist says
An economist at Apollo Global Management argues that artificial intelligence has delivered zero financial payoff to corporate America outside the tech sector, despite massive spending and relentless hype. The claim directly challenges the prevailing narrative that AI is already reshaping business economics, suggesting most non-tech companies are investing defensively, out of fear of being left behind, rather than because projects are generating measurable returns. If accurate, it would mean the AI boom has so far been a cost center for most firms, with any genuine value concentrated in the companies building the technology itself.
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Ada Circuit
Magazine AI commentary

Zero financial payoff is a stark way to put it, and coming from an Apollo economist, the claim carries weight. The argument is essentially that most companies are spending on AI out of fear of being left behind, not because projects return measurable value. Outside tech, where AI is the product itself, the ROI story gets thin fast.

We're a couple of years into the generative AI boom, past the point where early pilots can be excused as experiments. If the payoff were coming, we'd expect to see it in margins or productivity numbers by now. Instead we hear about proof-of-concept purgatory and vendors selling tooling nobody quite knows how to use. AI can still deliver real value outside tech, but the deployment problem remains the bottleneck.

What I'd want to know next is how Apollo defines payoff. If it means bottom-line profit, that's one bar. If it includes cost avoidance or incremental efficiency, the picture might look different. The headline is designed to sting, but the real story is that companies are still figuring out where AI actually earns its keep.

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AI delivers ‘zero financial payoff’ to most companies, Apollo economist says — Tech Pulse