AI·10 April 2026·6 min read
Practical AI for small teams (no hype)
You don't need a research lab to get value from AI. Three concrete places small businesses see real returns.
The AI conversation is dominated by extremes — either it changes everything overnight, or it's all smoke. The truth for most small businesses is more boring and more useful.
First win: support. A well-grounded chatbot that answers from your real docs deflects repetitive questions without frustrating customers.
Second win: content. Drafting, summarizing, and repurposing — AI is a fast first-drafter, with a human editor keeping quality and voice.
Third win: extraction. Pulling structured data out of invoices, emails, and PDFs is unglamorous and enormously valuable. Start where the data is messy and the volume is high.