AI automation: a sole operator, not an agency

Another option than an agency

Going for Growth is Fabien Cavanna. Not an agency: an independent operator who takes on the AI automation of your processes, from design through to production. You talk to the person who actually builds the system, not a salesperson who will hand it off to a junior.

At the end of the engagement, you own the entire system: the code, the workflows, the configuration and the documentation are yours, with no proprietary lock-in. The commitment fits in one sentence: systems that run in production, not promises.

Who it is for

This offer is for you if:

• you have a high-volume repetitive process (content production, monitoring, request handling, data qualification) that no longer holds up at your team's scale;
• you want a system that runs, not one more tool to watch and maintain yourself;
• you prefer a single point of contact, accountable end to end, rather than a chain of intermediaries.

If your need is one-off or purely exploratory, a scoping call will often be enough to say so honestly, with no commitment on your side.

AI agent chains in production, on n8n and self-hostable tools

I orchestrate end-to-end AI agent chains on a self-hostable n8n backbone: a system that reads, analyzes, decides, produces and acts, with checkpoints where a human decision is still required. Not a chatbot, not a demo: a production process that handles a real task, day after day.

The flagship application is organic acquisition: SEO and visibility in AI answer engines (AI search), structured content for Google as well as for the models. But the same mechanics apply to other high-volume business routines.

On the technical side, the backbone is n8n, with self-hostable tools. No proprietary lock-in: you own everything. To understand the building blocks, see what an AI agent is and how an AI agent is built with n8n.

How it works

1. 30-minute call, free and with no commitment: we look at your process and check there is a real gain in automating it.
2. Scoping and tailored quote: clear scope, checkpoints, deliverables, fixed fee or daily rate.
3. Build and testing on real cases: we validate the system on your data and your concrete cases, not on a theoretical example.
4. Go-live: the system runs, you get the code, workflows and documentation. Maintenance and on-call support available if you want them.

At every step, one person accountable: me. No loss between the sales promise and the technical execution.

What is already running

Real systems, in production, not mockups:

• Opposio (opposio.com): my own public-facing service for contesting traffic fines, fully driven by AI agents, citable and observable from the outside.
• Operator licensed by the ANJ: editorial content production at scale (several thousand pages), structured for search.
• iGaming operator: brand monitoring and preparation of takedown requests, autonomous on the routine, confirmed by the operator.
• B2B media: structured content for Google and for AI answer engines, at a pace the in-house team could not keep up.

Clients under anonymity stay that way: I never give a precise figure or a name without consent.

Agency or independent operator?

An AI automation agency means a team, a sales layer, and often a junior doing the work while a senior frames it. That can suit very large projects. For a focused automation system, it mostly adds intermediaries.

With a sole operator, you gain:

• Zero loss: the person who understands the need is the one who builds it.
• One person accountable, from quote to result.
• Honesty: if automation is not worth it, I say so.
• Full ownership: code, workflows, configuration and documentation are yours.

And if you are an agency: white-label is possible. You keep the client relationship, I take on the technical side of the AI automation as a subcontractor.

Pricing

Frequently asked questions