No sign of AI gains beyond the tech sector
| Source: HN | Original article
Despite massive spending and hype, AI shows no financial payoff beyond the technology sector.
A new analysis from Apollo Global Management’s chief economist, Torsten Slok, argues that the AI boom has yet to translate into measurable financial gains for most of corporate America. In a short note titled “No Signs of AI Payoff Outside the Tech Sector,” published on October 24, Slok points to flat revenue‑per‑worker figures and stagnant profit margins across the S&P 493, while the “Mag 7” tech giants continue to post rising metrics. The conclusion rests on two recent data sets: the San Francisco Federal Reserve’s total‑factor‑productivity series (updated 8 Oct 2026) and the Ramp AI Index, which tracks AI adoption through September 2026.
The finding matters because investors, policymakers and boardrooms have been betting that generative AI will lift productivity across industries ranging from healthcare to manufacturing. If the technology is still confined to incremental workflow tweaks—“like a turbocharger on a carriage,” Slok writes—then expectations of near‑term earnings uplift may be overstated. The analysis also underscores a widening performance gap between pure‑play tech firms, which are already monetising large language models and new APIs, and the broader economy that has yet to see comparable returns.
What to watch next are the upcoming earnings seasons and any shifts in AI‑related capital spending that could narrow the gap. Early‑stage tools such as OpenAI’s Decisions API, Canva’s Craft image model and Mave’s AI‑driven security platform—recently covered by our outlet—may eventually generate spill‑over effects, but the macro data suggest a lag. Analysts will likely monitor whether deeper integration of generative AI into non‑tech operations begins to move the needle on productivity and profitability in the months ahead.
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