Practical AI for small businesses: where to start

Most useful business AI is unglamorous. It reads documents, drafts replies, finds answers in your own files and takes repetitive steps off people. That is where the return is.

Look for repetitive reading and writing

Support emails, invoices, contracts and forms are all text. If a person spends hours a week sorting, summarising or re-typing it, an AI step can often help.

Use your own knowledge

An assistant that answers from your policies, manuals and past tickets is far more useful than a general chatbot. It needs good retrieval and access rules, not a custom model.

Keep a person in the loop

For anything with money or legal consequences, let AI prepare and a person approve. Record what happened so you can review it later.

Measure it

Pick one number, such as minutes per ticket or documents processed per day, and compare before and after.

Check where your data goes

Understand which provider processes your data, where, and what they retain. Choose settings that match your obligations.

Start with one narrow workflow, prove the value, then expand. That approach is cheaper and safer than a large AI programme.