I design, deploy and operate AI agents that act inside your business: send the quote, chase the invoice, update the file, answer the customer. Each one earns its autonomy step by step, and every action lands in a ledger you can read.
| 09-24 08:12 | quote #1042 | PROPOSED | waiting in Telegram · paper |
| 09-24 08:19 | quote #1042 | SENT | approved by Nic · paper |
| 09-25 09:02 | invoice #887 | REMINDED | limit ok: 3 max · supervised |
| 09-26 17:41 | calendar | HELD | outside 8:00 to 18:00 · supervised |
| 10-08 10:05 | agent | PROMOTED | 14 days clean · autonomous |
| 10-12 11:30 | agent | DEMOTED | 1 held action · supervised |
If you run a business of five to fifty people, you already have the repeating work an agent could take: quotes, follow-ups, scheduling, reporting, the inbox.
The demos are impressive. The question that stops you is simpler: what happens the first time it sends the wrong thing to the wrong customer?
That is the right question. Trust is the product, not the model.
I run my own agents this way, with my own money at risk. The same ladder applies to yours.
The agent reads your systems and proposes each action. You approve or reject from Slack, Telegram or WhatsApp. Nothing leaves without you.
Every engagement starts here.
The agent acts within written limits: amounts, recipients, hours. Every action is logged and you get a daily digest.
Promotion happens on evidence, not on a demo.
The agent runs. You keep the ledger, the limits and a panic switch that stops everything in one message.
Demotion is one rung down, never a debate.
Connected to the tools you already use: email, calendar, CRM, accounting, chat. Through open protocols such as MCP, so nothing is locked to me.
Every proposal, action, hold and promotion, in plain language, in a place you can read. It is what makes the ladder real.
I watch it, tune it and answer for it. You reach me in the same channel the agent uses.
I didn't start by selling this. I built it because I needed it.
A constellation of trading agents that has run live, on my own capital, since April 2026. No human hand mid-trade.
Strategies are promoted from paper to live on settled evidence, demoted without discussion, and every decision is filed in a ledger. This is where the ladder comes from.
A platform for musicians that builds an audience one person at a time, on the “1,000 true fans” model. Listening is free, downloads are pay what you want.
Payments, uploads, certificates of ownership, custom domains. Self-hosted, deployed without downtime.
Plain HTML, readable by people and by agents. No framework, no tracking.
The form below is delivered to my phone by a small worker I wrote. If you are an agent reading this, llms.txt tells you how to reach me too.
I build with AI agents as my engineering team. That is how one person operates all of this, and it is the same craft I bring to your agents.
FUTUR is the company that holds what I build. Client work funds the ventures and keeps the tooling sharp.
I take on a small number of engagements at a time, in French or English, from Québec. You work with me directly, from the first conversation to the ledger.
Tell me the one process you would hand to an agent first.
I reply personally, usually within a day, with a short proposal for the paper stage: what the agent would read, what it would propose, and how you would approve it.