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Work & Economy

Forecasts about employment, business models, capital, trade and productivity, with public sources and explicit uncertainty around how institutions and people may respond. 04 active predictions, ordered by distance.

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Forecast 02 Target 2030
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Will Small Businesses Still Need an Accountant? By 2030, Banking Apps Will Handle Routine Bookkeeping

AI will turn everyday transactions into continuously updated books. For small businesses, the monthly bookkeeping bill will increasingly give way to software bundled with banking—and professional help for the decisions that carry consequences.

70%House forecast70%Resolves 2030
A graphite bank card merges into an ivory ledger sheet on a light background.