About us
We combine hands-on knowledge of business processes with AI engineering, so we run the entire implementation ourselves, from diagnosis to supporting the live solution.
For years we worked at international companies, improving operational processes from manufacturing and logistics to customer service, and building machine learning models and putting them to work in the daily operations of teams. We know what a week looks like when the plan has to be met despite downtime, a delivery is late and the team has no time to pull together data scattered across several systems.
In 2025 we founded cm-opti to run projects according to our own principles. First we calculate what the problem costs, we show results after the first sprint, and after go-live we stay with the solution.
Today we implement AI for companies in Poland and Germany. Whatever the industry, we start with the process that weighs most on the team or causes the company the biggest losses.
We run the project ourselves, with no intermediaries, from the first conversation to post-launch support, and we are accountable for how the solution works.
If a project won’t pay off for you, we advise against it, even when it would pay off for us.
We choose tools only once we know how the work is done and what the problem costs.
We build a complex model only where a simpler tool won’t do.
The solution is meant to take work off the team, so we design it together with the people who will use it.
You get the documentation, and wherever possible we avoid lock-in to a single technology vendor.
You work directly with us at every stage of the project.
Co-founder, process optimization, Business Analyst and Product Owner, MBA
Translates your company’s needs into requirements, calculates the cost of the problem and tests the idea on a prototype he builds himself with AI. He has more than 20 years of experience in process optimization, 18 of them at international companies, where he led teams and drove organizational change.
LinkedIn profile
Co-founder, AI solution architecture, Machine Learning Engineer and Data Scientist
Designs the architecture of AI solutions that run securely and reliably and can be developed further. He gained his experience at international companies in the German market, where he deployed machine learning models in production.
LinkedIn profileWe work from Gorzów Wielkopolski, where cm-opti is headquartered, and from the Tricity (Gdańsk, Gdynia, Sopot). We run projects mostly remotely, so your company’s location does not limit our work together.
We come on site when a project stage requires it, for example to talk to the team or observe the process. We can meet companies in the Lubusz and Pomerania regions at short notice. We work in Polish, German and English.
We combine both roles. First we analyze the process and calculate what the problem costs, then we design and build the solution ourselves and support it after go-live. You don’t need one firm for the analysis and another for the implementation.
Yes. We split the scope into 2-3 week sprints, so every stage has a clear goal and deadline. Process knowledge and AI engineering sit in one team, so nothing gets lost in the handoff between analysis and build. Before we start, we tell you plainly how long the project will take and what we need from your team.
At the start, we agree with IT on system access, security requirements and where the solution will run. During the project, IT can see what we are building, and at the end it receives the code and documentation, so it can take over maintenance or leave it with us.
Yes. We have no territorial limits. We run projects remotely in Polish, German or English and travel to clients when needed.
Yes, when a project stage requires it, for example interviews with the people who run the process or launching the solution. The intro call, sprints and reviews take place online.
We are members of the Western Chamber of Industry and Commerce (ZIPH) in Gorzów Wielkopolski and the Lubusz Metal Cluster.
On a free, 60-minute online intro call, you get to know us personally, and we work out where it makes sense to start. You get our conclusions in writing.
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