Case studies

Measured results.

Three cases in production. Click through, everything is detailed: the context, the system, the numbers.

Mapping · Automation

Cataloguing France, city by city.

420h / yr

Automated scouting, single database, steering dashboard. The whole project fits on one screen.

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Rental management · Reporting

Reporting that updates itself.

400h+ / yr

Bookings, revenue, nights: everything consolidates without anyone touching it. Zero manual entry.

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AI Training

Training teams, from LLM to chatbot.

Autonomous teams

Hands-on LLM training, specialized chatbots built on their real cases, prioritized use cases.

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Frequently asked

What executives ask us.

What concrete results does automation deliver?

On our cases in production: 420 hours per year recovered at Michelin Group, over 400 hours per year at Maeva & Co. Around €19k per year per project, based on time saved valued at loaded hourly cost.

How do you automate rental management reporting?

We trigger and fetch the exports automatically (Amenitiz-type), parse the Excel files, compute revenue, extras and nights, then consolidate everything into a single spreadsheet updated every 48 hours, with no manual entry.

How do you estimate the ROI of an AI or automation project?

We start from the hours actually saved, multiplied by the loaded hourly cost of the role involved. Example: 8 hours per week saved at a €45 loaded rate is around €19k per year, not counting reliability gains and faster decisions.

Can you train our teams on AI and LLMs?

Yes. For Groupe SEB: hands-on LLM training, specialized chatbots built on their real cases, and a task inventory with an AI-feasibility score to prioritize. See our training.

How do we start?

A 20-minute call, free. If we can help, you get a clear proposal: scope, timeline, price. Then you decide.

Which industries do you work with?

Industry and large groups (Michelin, Groupe SEB), rental management and services (Maeva & Co). Projects delivered in France and across Europe.

Next step

The next case study could be yours?

A 20-minute call, free, to understand your context. We see together whether it's the right fit.

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