YZ Uzman Journal

Blog.

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

04AI by Industry: What Actually Fits Your Business? (The 2026 Map)
Industry GuidesJuly 21, 202615 min

AI by Industry: What Actually Fits Your Business? (The 2026 Map)

A restaurant owner and an accountant don't need the same thing from AI. One is trying to turn tonight's order data into tomorrow's menu; the other is checking hundreds of invoices by hand every month. Both ask us the same question: "should I be using AI?" That's the wrong question. The right one ...

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05Why Do AI Projects Fail? 6 Lessons From the Field
AI for BusinessJuly 21, 202610 min

Why Do AI Projects Fail? 6 Lessons From the Field

Picture a boardroom: the CEO says "our competitors are using AI, we need to do something too," the IT team throws together a chatbot demo, everyone is impressed, and the project gets a green light. Six months later, that demo is still just a demo. Nobody dares put it in front of real customers. T...

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06AI 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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