"AI agent" has become one of those phrases that means everything and nothing. Here is what it means in practice, for a small business, without the excitement.
What an agentic workflow is
Ordinary software does exactly what it is told, step by step. An agentic workflow is given a goal instead. It reads a request, decides what the next step should be, takes that step, and checks whether the result is what was wanted before going on. The "agent" is simply the part that decides the next step.
A small example
The clearest one I know is a WhatsApp auto-reply bot. A customer asks "Are you open on Saturday?" or "How much is a haircut?" The bot reads the message, finds the answer in the business's own information — hours, prices, address — and replies in the customer's language. If the question needs a person, it leaves it for one. That is what Agentic Informatics builds, and it is a good first use of the idea because the task is narrow and the answers already exist.
In an accounting office
The same pattern could help with the repetitive parts of office work:
- Sorting a pile of receipts into categories before a person reviews them.
- Drafting a first reply to a routine client question, for someone to check and send.
- Reminding clients of the documents still needed before a filing deadline.
None of these replace judgement. They take the typing and chasing off a person's hands so the judgement gets more time.
Where to be careful
- It should answer from your own information, not from whatever it has picked up elsewhere. A bot that guesses is worse than no bot.
- A person should check anything that matters — a tax figure, a deadline, a piece of advice — before it reaches a client.
- Be careful with personal data. Clients' identity documents and financial details should not be fed into tools you do not control.
Where to start
Pick one task that is repetitive, well understood and low risk — the question you answer twenty times a week is a good candidate. Get that working properly before trying the next. Most of the value comes from a few narrow jobs done reliably, not from one clever system that does everything.
General information, not advice on your own business. Every case turns on its own facts.