AI 101 for small business owners

What AI actually is, in business terms

For your purposes, AI is a really fast junior employee. It can read, write, summarize, and pattern-match across more information than any human - in seconds. It's confident even when wrong, it has no memory of last week unless you give it one, and it needs a manager. That's the whole mental model.

Where AI pays off in an SMB

• Drafting (emails, proposals, summaries) - 60-80% time savings.
• Reading (long PDFs, contracts, transcripts) - hours to minutes.
• Triage (inbound leads, support, intake) - frees specialists.
• Voice agents on routine inbound calls - real ROI today.
• Internal Q&A over your own docs - kills "where's that file?"

Where AI does not pay off (yet)

• Anything legally binding without a human in the loop.
• Replacing trust-based relationships with customers.
• Decisions you can't audit or explain afterward.
• "Full autonomy" of any kind. Don't.

The three decisions that actually matter

1. Pick one workflow first. Not a strategy. A workflow. The smaller and uglier, the better.
2. Name an owner. Without a human accountable for adoption, the tool will be gone in 30 days.
3. Train the team. Tools without fluency are shelfware. Plan for hands-on practice, not a slide deck.

What to ignore

Ignore most of the AI news. Ignore the model leaderboard. Ignore the person on LinkedIn telling you your business will be irrelevant in 18 months. Focus on the next workflow, the next owner, the next hour of training. That's how SMBs win with AI.