The AI Automation Myth: Why Your Small Business Is Buying the Wrong Solution
Dev.to AI
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NLP
I've deployed 22+ automation projects for businesses with 5-200 employees. The results surprised me. The automations that delivered measurable ROI were almost always the least exciting ones. Invoice follow-ups. Proposal templates. CRM sequences. Boring stuff that saved businesses 22-31 hours per week. Meanwhile, the "exciting" AI projects - predictive dashboards, sentiment analysis, automated content generation - consistently underperformed for small businesses. The Mismatch Why? Because the exciting projects address high-value problems that require human judgment.