AI agents, custom programs built with Claude Code, content pipelines: as an independent AI automation consultant, I automate the work that eats up hours of your week, without sacrificing quality. AI handles the volume, you keep the final say.
AI automation means handing over to programs and AI agents the repetitive tasks that call for a little judgment: reading, sorting, summarizing, writing, enriching, then passing the result to the right tool. Where classic automation follows a fixed rule ("if this field equals X, do Y"), AI understands an email, a customer review or a supplier sheet, and produces an answer you can use.
For a small business, the stakes are simple: win back hours. Monitoring, lead qualification, review replies, reporting, product pages, content: these tasks come back every week and tie up skilled people on low-value work. I identify them, automate them with tools built for you, and leave the final decision to your team. For a broader overview, my guide to business process automation details the method.
No gimmicks. Every automation is chosen for its measurable return on investment, in hours saved or output increased. And on every project, three principles never change.
AI handles the volume, humans keep the final say. Every piece of published content and every sensitive action goes through an approval step.
No subscription to a third-party no-code platform: you walk away with your programs, documented and maintainable.
Every project starts with a scoping phase: what can go through an AI API, and what must stay in-house.
Depending on your needs, I deploy an agent, build a program or set up a full content pipeline. Often, the three work together.
Agents that carry out real tasks: competitor monitoring, lead qualification, review replies, brief preparation. They run around the clock, you approve.
Scripts and internal tools built with Claude Code: your repetitive tasks connected end to end. CRM, email, social media, reporting: everything finally talks to each other, and you own the code.
From monitoring to publishing: ideation, briefs, AI-assisted writing, multichannel repurposing. You produce more, and better, without hiring.
Six processes I automate regularly. What they have in common: a recurring task, data to read, a human decision at the end.
The agent monitors your sources, spots the topics that matter, generates prioritized briefs every morning, then prepares a first draft. A writer reviews, edits and publishes.
Each lead is enriched (company, size, industry), scored and routed to the right salesperson with a personalized draft email. The salesperson tweaks it and sends it.
The program reads the supplier catalog, writes SEO-optimized product pages and prepares them in batches for review, before import into your online store.
The agent reads every new review, identifies its tone and the issue raised, then suggests a reply in your style. You approve in one click, or rewrite it.
The numbers from your tools (CRM, analytics, sales) are collected, consolidated and commented automatically. The report arrives ready to read, with the gaps that deserve your attention.
An approved article becomes a LinkedIn post, a newsletter and a video script, each adapted to the channel's format and tone. Your team reviews and schedules.
I would rather tell you on our first call: not every task deserves a custom program.
Four steps. I always start with the automation that has the best effort-to-gain ratio, and nothing gets connected without your approval.
Together we map your repetitive tasks: frequency, time spent, tools involved. I turn that into a list ranked by effort-to-gain ratio.
Allowed data, guardrails, human approval points: I define what the AI does on its own and what goes through you, before writing a single line of code.
I build the agent or program with Claude Code, connect it to your tools and test it on your real cases before it goes live.
Documentation, team training, a supervised period: you know how to use, monitor and adjust your automations without writing code.
How many hours go into repetitive tasks every week? Free automation assessment during our first call.
Book a call →AI automation hands over to programs and AI agents the repetitive tasks that call for a little judgment: sorting emails, qualifying leads, writing briefs, replying to reviews, producing product pages. Unlike classic rule-based automation, AI understands text and produces a usable answer, which a human then approves.
Claude Code and custom-built programs for orchestration, the Claude, OpenAI and Mistral APIs for the intelligence, and your existing tools (CRM, CMS, Google Workspace, Notion...) as connection points. No subscription to a third-party no-code platform: you own the code and your team can maintain it.
Every project starts with a data scoping phase: what can go through an AI API, what cannot, and the alternatives (European models, anonymization, local processing). Nothing gets connected without your approval.
No. I deliver documented systems with training included: your team knows how to use, supervise and adjust the automations without writing a line of code.
A simple program: a few days. A content pipeline or a full agent: 2 to 6 weeks depending on the integrations. I always start with the automation that has the best effort-to-gain ratio.
Classic automation runs a fixed rule: when a given event happens, take a given action. An AI agent receives a goal, reads the available information, chooses the steps and uses your tools to reach it. It handles unexpected cases better, which is why I always frame it with guardrails and human approval.
The ones that come up often, take time and rely on data you already have: reporting, lead qualification, review replies, monitoring, product pages. I rank them by effort-to-gain ratio during the assessment and start with the one that frees up the most hours for the least development.
The price depends on the number of tasks, the tools to connect and the level of oversight you expect. I work on a quote basis, after a free assessment during our first call, with a reply within 24 hours. AI API usage costs come on top, and I estimate them with you before development starts.
Free automation assessment during our first call. I tell you what to automate first, and what is not worth it. Reply within 24 hours. I work remotely, in English or French, for clients in France and abroad.
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