Archive

Tag: AI for SMBs

February 25, 2026

AI Accuracy Is Not ROI

A churn model can be 92 percent accurate and still fail to improve retention. Accuracy shows how often predictions match past behavior. It does not show...

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February 18, 2026

When Is AI Actually Working?

AI projects don’t fail because the technology is weak. They fail when they aren’t tied to real business outcomes. From Zillow’s costly overreach to UPS’s quiet...

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February 3, 2026

Why Ethical AI Is Practical AI

In 2024, New York City launched an official AI chatbot to help small businesses stay compliant. It looked authoritative, sounded confident, and carried official branding. It...

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