YZ Uzman Journal

Blog.

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

01AI for Small Business: The Complete End-to-End 2026 Guide
AI for BusinessJuly 21, 202618 min

AI for Small Business: The Complete End-to-End 2026 Guide

If you run a small or midsize business, here's the real story on AI, not the social media hype: most companies haven't actually put it to work yet. According to McKinsey's 2025 State of AI survey, roughly three in four large organizations now use AI in at least one business function, but national...

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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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