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Finance in AI-Native Companies Is a Control System, Not a Monthly Report

Hacker Noon

TechnologyHacker Noon·Aug 2, 2026·1 min read

Finance in AI-Native Companies Is a Control System, Not a Monthly Report

A lot of companies still run finance like it's 2012. Budgets get locked once a quarter. Forecasts get refreshed once a month. Engineering ships an AI feature on Monday, and finance figures out what it did to cloud spend somewhere around…

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