Where AI Actually Helps a Small Business — and Where It Doesn't

Most SMB owners hear "AI" and immediately ask the wrong question: which tool should I buy? The right question is which kind of work it's worth pointing AI at in the first place.

The three places AI wins

• Drafting. Emails, social posts, ad copy, blog drafts, follow-up notes, job descriptions, customer responses. Anything where "a decent first draft in 90 seconds" beats "a perfect draft in 45 minutes."

• Summarizing and extracting. Boil down a 60-min sales call into 5 bullets. Read 80 resumes and rank the top 12. Skim 300 reviews and pull the three real themes. This is the highest-ROI use case in most SMBs.

• Routing and classifying. Sort incoming leads by quality. Route customer email to the right person. Score applicants. Triage tickets. AI does this in seconds, correctly, for a few cents per item.

The three places AI loses

• Complex judgment. "Should we hire her?" or "Should we expand to a second location?" — AI is the worst possible advisor here. It's confident, generic, and missing your real context.

• Customer empathy in a crisis. A real complaint, a refund dispute, a grieving customer — these are human moments. AI can draft a starting point. A person sends the message.

• Anything legally binding without review. Contracts, terms, regulated communications. AI drafts; you (or your lawyer) approve.

"Will AI take my job?" is the wrong question. "Which 8 hours of my week will AI take, so I can do the other 32 better?" is the right one.