St. Louis Fed Publishes 16 Ramp Data Sets on Business AI Adoption, Economists Question Representativeness

TaniaBabina · x · 2026-10-07

The St. Louis Fed now publishes 16 data sets from fintech company Ramp tracking how businesses adopt AI, positioning itself as a source for understanding AI's effects on productivity and jobs. Economist Nathan Goldschlag welcomed the release but cautioned that customer datasets don't cover the universe of businesses and can give a warped view without careful adjustment. He suggests analyzing sample composition like the Brynjolfsson et al. ADP 'Canaries' paper, or reweighting for representativeness as Akcigit's team did with Intuit data. Related: EIG's report calls for upgrading US statistical agencies to measure AI's economic impact.

Related event: St. Louis Fed Releases 16 Ramp Datasets Tracking Enterprise AI Adoption(2 posts)→

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