I audit how your business actually runs, show you where time and money go missing, and build the fix - AI where it earns its keep, plain automation where that is cheaper. Every change comes with a number, so you know it paid off.
A map, a list of problems, a build, a measured result. You see what you get at every step, and what it cost - no black box.
I sit down with the people who do the job - interviews and short workshops across teams, recorded so nothing gets lost - and turn it into clear process maps. Not the tidy org-chart version. The real one, with the workarounds, the copy-paste, and the steps nobody wrote down.
Every problem written down with where it comes from, how often it hits, and what it costs you. Then sorted worst-first, so you can see at a glance where the money is going. Nothing on the list is a guess - each item traces back to something someone said or something I measured.
I pick tools that are not tied to one vendor. The AI model behind it can be swapped in an afternoon, so you are never stuck with one provider's prices or roadmap. Where a simple rule does the job, I use a simple rule - it is cheaper and it does not break. AI goes in only where the job actually needs judgement.
I measure how things run before I touch anything, then measure again after. Euros saved, minutes saved - the real figure, tracked from day one. If a change cannot be measured, it does not go live. No "trust me, it is better".
A full audit runs 6 to 8 weeks. Here is what you get out of it - the numbers scale with the size of your business.
The method comes from production practice: safety-critical automotive engineering, and AI systems I build and run in daily production.
Example only, to show the shape of the ranked list - not data from any real project. In a real audit each problem is tagged as one AI can fix, one a plain integration fixes, or one that is really about people.
Sometimes a plain fix beats a model, and sometimes the honest answer is "do not automate this yet". You get that answer straight, before you spend on it.
The AI model behind your system can be swapped in an afternoon. Prices change, providers change - your system keeps running either way.
EU AI Act and GDPR are built in from the first day, not checked at the end. What a person still reviews is decided before anything goes live.
Every change gets a euro or minutes figure, measured before and after. No number, no launch. You never take the result on faith.
Not ready for a call? Run the first hour of the audit yourself. Fifteen questions to ask about your own processes before you spend a cent on AI, as a one-page PDF. Drop your email and you get it right away.
Based in Germany, available from October 2026. Start with a 30-minute call - no cost, no pitch. Tell me about the workflow that annoys you most and you will get a straight read on where it is losing you time or money, and whether AI is even the right fix.