I work with your teams, and what I build keeps running inside your organisation, without me.
Your data stays with you, in Switzerland.
Nadim Dziri, engineer, EPFL. Twenty years building and leading: sales operations for a telecoms operator, general management in retail. Then data engineering, programming and AI, through to applications running in production.
The method has never changed: find the data that matters, structure it, share it across the team, draw the priorities from it, and see them through.
Why one person rather than a consultancy? Because I make the round trip between management and the technical side: your processes, your systems, your data, with today's tools, AI included, and knowing where they stop. I rely on your teams, who know the ground better than anyone, and on outside specialists when a subject calls for it. What I build is made to be shared, so that your teams can do it again without me. Two or three clients at a time, no more.
Your software (ERP, finance, CRM) records everything but does not answer your questions. So your teams export to Excel and piece together their own answer. They are right to, which is why banning it achieves nothing.
But every file gives its own figure, and in the executive committee nobody knows which one is right any more. AI multiplies these files even faster.
These conflicting figures cost you in four ways:
Every figure I deliver is recalculated from its source and can be explained in one sentence. It holds up in front of your executive committee. Automatic checks stop any doubtful result from going out.
After that, I act with your teams: simplify a process, automate a report, put a rule right. Then I measure the result.
Sometimes the right decision is to change nothing. It is then costed and documented, and you no longer have to think about it.
Two dashboards genuinely delivered, with labels anonymised and figures altered: they show the shape of what you receive, not a result.
Used badly, this technology exponentially amplifies the very problem it is meant to solve. Used with thought and within bounds, it gives what is expected of it: clear information, a decision, an improvement, and, through code, the automation of a great many processes, particularly those of low and medium value.
No black box. The code is readable, it sits with you, and every business rule lives in a file your teams can change. That is also what keeps the work affordable: a project fits within a fixed fee of CHF 9,000 to 15,000.
You describe what troubles you in your figures or your processes; I tell you whether it is something I can take on, and what answering it would require.
We frame your question, I explore your data. You receive a written assessment:
If the answer is no, you pay for this step only, and you know why.
A precise scope, chosen for what is at stake. I take the calculation out of the files, put the checks in place, and set up a visual and a semi-automated report:
The calculation runs at your end, and you keep control of it. Your teams, or your IT provider, can open it, read it and change it.
What runs keeps running, with no subscription. If your systems change, if a rule moves on or a new question comes up, I remain available.
The specification is not a promise of results, it is an assessment: the commitment on the project comes only once the data has been seen.
It stays with you, in Switzerland, and goes nowhere without your written agreement.
AI helps me explore and write the code. It works on the structure of your systems (table names, column names, volumes), never on what they hold.
Were any processing to involve the content itself, it would take place in Switzerland, on open models hosted in Switzerland, at Infomaniak for instance, and I would ask you first. I sign a confidentiality agreement before touching your systems. The data you entrust to me serves only to answer your question, and the processing complies with the Swiss Federal Act on Data Protection. At the end of the engagement, I delete everything left on my side if you ask me to.
Write in one line what troubles you most in your figures, and I will call you back.
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