Someone retypes data by hand
The same copy-paste every day between a system, a spreadsheet and an inbox.
AI automation
I start with the one process that hurts most and count the hours that go back to your team.
Describe your processRemote — across Poland and Europe.
The problem
The same copy-paste every day between a system, a spreadsheet and an inbox.
Someone answers the same thing day after day instead of looking after customers.
Data from several systems pulled into a spreadsheet every week, from scratch.
What you get
First I write down how it works today and what it costs. The technology comes last.
Email, invoices, reports or answers — software does them, a person approves.
Where it matters, the model runs on your server and the data never leaves the company.
Before we start, we agree how many hours should go back to the team — and check.
Proof
AI tools and integrations running in production.

Self-hosted platform running nine AI tools under one login — research assistant, transcription, subtitles, copywriting, YouTube SEO. Runs locally on Ollama with Bielik or in the cloud via AI/ML API; one abstraction swaps the whole stack.
FAQ
AI rollouts start at 5,000 PLN. Small jobs are hourly, at 100 PLN/h.
With the one process that hurts most. You see quickly whether it is worth going further.
Usually not. What counts is the hours you win back each month, not the subscription.
It doesn't have to. Where it matters, the model runs on your server and the data never leaves the company.
I stay reachable. We agree on that at the quote stage, not after the fact.