YZ Uzman Journal

Blog.

Field notes, guides, and clear takes on AI and digital product development.

01Where Should Your Small Business Start With AI? A 30-Day Plan
AI for BusinessJuly 21, 202610 min

Where Should Your Small Business Start With AI? A 30-Day Plan

Recent US Census Bureau survey data tells an interesting story: among businesses with fewer than 50 employees, roughly one in ten has actually adopted AI tools. That means the vast majority of your competitors haven't started either. This isn't a story about falling behind. It's a story about how...

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02AI ROI by Industry: How Fast Does It Actually Pay Off?
AI for BusinessJuly 21, 202611 min

AI ROI by Industry: How Fast Does It Actually Pay Off?

Every AI pitch eventually hits the same question from whoever controls the budget: "Fine, but when does this pay for itself?" Answer with "it'll boost efficiency" and the project quietly dies in committee. Answer with a number ("under four months, in the conservative case") and the conversation c...

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