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Forbes

Strategies Entrepreneurs Are Using To Scale Smarter With AI

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Strategies Entrepreneurs Are Using To Scale Smarter With AI
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Founders are moving from experimenting with AI to embedding it from day one, but JPMorgan Chase Institute data cited in the piece suggests the timing of adoption has accelerated sharply. Businesses launching in 2019 took more than six years to reach the same AI-use milestone, while 2025 launches reached it in about six months—yet faster uptake doesn’t guarantee “good” outcomes. The article argues AI tools only scale what a company already has in place, so automation without structure can amplify blind spots. It highlights two tactics: build accountability into automated workflows and reward judgment over raw output.

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