My name is Dominik.

I spent five years at NatWest. Cost control mattered, and there was no tolerance for manual work when automation could handle it. I still work from that same mindset.

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structured thinking about process and cost

practical use of generative AI in business

solutions the client can keep using after the project ends

My name is Dominik.

I spent five years at NatWest. Cost control mattered, and there was no tolerance for manual work when automation could handle it. I still work from that same mindset.

In 2025, I started my own business. Step by step, I kept testing how AI could support my work or take entire tasks off my plate, from better ChatGPT workflows to Make.com and Claude Code.

I built this for myself first. Now I help clients get there faster and avoid the predictable mistakes.

Why clients bring me in

There should be value at every stage. Workshops are practical. Audits end with a clear report and usable next steps. Advisory work helps solve the decision in front of you right now.

I match the solution to the team's actual level. I am not going to start with AI agents if no one knows what an API is. I am not going to start with Claude Code if the team has never used an IDE.

When the work ends, the documentation stays with you and the solution is yours. I do not build artificial dependency.

Credentials

Google Generative AI Leader

Make.com Advanced

Python Associate Data Scientist

SQL Associate Data Analyst

I specialize in using generative AI to automate business processes.

Conversation

If you want to see whether Metronize is a fit, let's start with the process, not the latest shiny tools.

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