Each project started from a concrete problem at a service business. Here is what was built, how it works and what it changes for its users. Most of these clients are based in France; the methods and the stack carry over to US businesses as-is.
Figures as of November 2026
The need: give each of its 900+ learners one-on-one support, without overloading the instructors.
The solution: Claire explains the lessons, Clémence grades assignments, Constance checks in every Monday, Prudence helps learners launch their practice.
The need: produce websites, campaigns, articles and Google Business Profiles for dozens of small businesses, without piling on production hours.
The solution: specialized AI agents for each service, a human coach for advice, and sign-off before anything is published.
The need: call back the leads from a “free audit” ad campaign without delay, at all hours, without tying up a human setter.
The solution: a voice agent that calls back at the requested time, qualifies the lead, then books the closer's appointment in GoHighLevel with the audit attached.
The need: use AI on confidential documents without sending anything to an online provider.
The solution: open-source models installed on site, answering only from the company's own documents. Successfully running on a PC that is more than five years old.
The need: review journal entries faster, without re-reading every line by hand before month-end close.
The solution: an agent that goes through the entries, matches the statements and flags discrepancies (VAT, duplicates, unusual amounts). The accountant keeps the final call.
Built on French accounting rules (VAT, French GAAP). A US version for QuickBooks or Xero files (sales tax, 1099s) would need its own rule set: let's talk if you run a bookkeeping firm.
It answers calls, shares your hours and services, books appointments in your calendar and transfers to a human when needed. Evenings and weekends included.
Tested for a healthcare practice
Connected to the data of the Klarcha online store (essential oils and dietary supplements), it answered management questions in plain language: sales, products, margins, inventory. It ran in production until the store closed in summer 2026.
Available for Shopify and WooCommerce stores
Tell us about your situation: we'll tell you what can be reused, adapted or built.