Essay · Draft

Install a Job, Not a Chatbot

People in small companies cannot describe a process, and they should not have to. Creating an agent should feel like hiring someone who gets on with it.

Kamel Dhakwani2026-11-02 · 2 min read

Most AI tools begin by asking you what you want the agent to do. That sounds reasonable, and it is where most small companies stop.

I have sat with these teams. Nobody says "I need a process triggered by an incoming email that updates a record after approval." They say "I want an agent for my stock." That is the entire brief, and it is a perfectly good one.

The mistake we kept making

Every time our agent asked someone to think like a software engineer, the product failed with exactly the people it was built for. Words like process, trigger and connector are our words. I can project myself into a process. Most people cannot, and it is not their job.

What a new hire does

Think about what happens when you hire someone competent. You do not hand them a specification of their own role. They read what exists, look at how things are done, ask a few questions, and come back with something concrete: I saw this, shall I take care of it?

So we changed the idea of creating an agent. It is now installing a job. The agent understands the company on its own: its record, what is connected, its invoices and, with agreement, its emails. It then lays out the whole of the role and its missions, and connects itself to what it needs.

Speaking the person's language

The wording matters as much as the mechanics. The agent does not present a nine-step plan. It says: every Monday I will prepare this for you. When an email from this supplier arrives, I will do that and you approve. One line per action, and two buttons.

When a tool is missing, it does not say "connect a connector". It asks where you do that today, and offers the ways it knows to get there.

The objection

A real objection is control. If the agent works everything out alone, who is in charge? The answer is the same as for a new employee: it can read and propose as much as it likes, and nothing sensitive leaves without a person saying yes.

The hard part of agents for small companies is not the agent. It is everything the person should never have to learn.

Kamel Dhakwani is a Senior Digital & AI Transformation Leader based in Bordeaux. He created GhostOne, and writes from his own experience in retail technology and AI agents. Drafted with AI assistance from my own experience, then reviewed by me.