Improve your organization’s efficiency.
Change management and Claude AI training, from SMEs to large groups, in France and internationally. A management controller by trade: every gain is measured, in hours and in euros.
AI is already in your offices. Not yet in your results.
Your teams are already trying Claude AI or ChatGPT, each on their own. The tool installs in an hour; real best practices have to be led. Without a method, the gains stay anecdotal.
It is the habits that resist.
Efficiency gains are built over a few weeks, at the pace of the teams. My method holds in three steps.
Mapping the strengths, weaknesses and AI champions within your organization.
Claude AI training, first gains and key automations. Every gain measured.
Setting up and running collective continuous-improvement workshops.
I take on three full implementations a year, to do this work with care. Next window: October 2026.
Talk for 30 minutes

Claude AI training for Juriconnexion, Espace Hamelin, Paris, July 6, 2026.
Three hours a week at the very least, taken back from the desk and returned to the workshop, where the value is created.
- 2 times as many incoming enquiries
- 3 top results on Google for “menuisier toulouse”
- 0 re-entry, from quote to invoice
Claude training on his own files, his invoicing software connected. Requests are sorted on arrival, the quote goes out the same day. Claude also tracks his spending and prepares his supplier negotiations. Website and Google listing rebuilt at the same time.
Claude training gave me back 3 hours of admin work every week. It completely changed the way I work. I’m calmer, better organised, and the rise in enquiries thanks to my new website and the new handling of my Google listing lets me choose my jobs.
A management controller by trade, a Claude AI specialist.
Five years in management control, at TotalEnergies in Geneva then in French SMEs. Master’s degree in Accounting, Control and Audit. That is where I learned to improve an organization’s efficiency. A daily Claude user since its earliest versions, trained on Anthropic Academy, I work on site, close to the teams.
Who I work with
- Law firmsNotes, research, client replies
- Accounting firmsReview, summaries, follow-ups
- Wealth management firmsReporting, meeting preparation
- SMEs, mid-caps and large groupsSupport functions, finance, operations
Three engagement formats.
Pricing set out in our first call. A quantified review, in hours and in euros, for every engagement.
- Full first implementationFour to six weeks, then a month of follow-upFrom framing to team autonomy, change management included. Limited to three per year.
- Short automation engagementOne to five daysOne specific task, made reliable and delivered turnkey.
- Targeted supportBy the dayOne use case, one framing session or one focused training.
Claude subscriptions stay in your company’s name, cancellable at any time. I invoice days of work, nothing else.
Your data stays with you: Claude Team or Enterprise plans, excluded from model training, strict separation between client files, human review on every deliverable.
Let’s talk about your organization.
In thirty minutes, you’ll know where Claude will save you time.
Three implementations a year. Next window: October 2026.
