What AI still cannot do in a small business
Anything requiring accountability, judgement about a person, or a fact it does not have. Knowing what to keep human is the difference between a useful deployment and an expensive experiment.
The honest list
| Keep it human | Why |
|---|---|
| Hiring, promotion and dismissal decisions | Carries specific legal duties and direct consequence for someone's livelihood. Automated decisions about people are restricted in most jurisdictions, and rightly so. |
| Anyone's legal, tax or medical position | Regulated activity. General information is fine; advice about an individual's situation is not, and in several countries it is a criminal offence to give it unregulated. |
| Prices and commitments | A confident wrong number costs more than the time it saved. |
| Relationships | An apology, a negotiation, a difficult conversation. Customers can tell. |
| Facts it was not given | Fluency is not accuracy. Anything that must be right needs a source and a check. |
What it does well
- First drafts, summaries and reformatting — with a human editing pass.
- Sorting, extracting and moving information between systems.
- Finding the thing in the document you half-remember.
- Answering internal questions from your own material.
- Routine replies, templated and reviewed.
The discipline that makes it work
The businesses that get value are not the ones with the most tools. They are the ones that decided, in writing, which decisions stay human — and then automated everything around those decisions.