How Polish companies implement automation — what we know
Based on conversations, deployments, and market observations: what Polish companies actually do when they talk about automation. No forecasts, with data.
Polish companies talk about automation more and more. But talking about automation is one thing — implementing it is another. Based on conversations, deployments, and market observations, we know a few things that keep repeating.
Three most common scenarios
1. A company starts with the tool. Someone hears about a platform, buys access, tries to build a workflow. After three months the tool sits idle because nobody counted how many hours the process consumes and who owns it.
2. A company has a process but doesn’t know what to tackle. Documents arrive, people re-type, approvals stand still. But nobody sat down and counted which workflow is most frequent and how much time it takes. So automation stays on the “to-do” list.
3. A company starts with one workflow. Assessment → one process in production → measurement → next one. This scenario works because it’s measured at input and output.
What repeats in conversations
- “We have a system but nobody knows how the invoice workflow works.” — This isn’t a technology problem. It’s the lack of a map.
- “We want AI but don’t know where to start.” — It starts with one process, not a platform.
- “We did an implementation but people don’t use it.” — Most often because the tool was the goal, not the means.
What we don’t know
We don’t know how many Polish companies actually automate processes — not declare, but do. The first “State of AI in Poland” report (spring 2027) aims to answer this question from data, not surveys.
What this means
The market is at a stage where most companies know automation exists. But few know where to start. That’s why our first step is assessment — a map of one workflow — not a tool presentation.
The “State of AI in Poland” report will be open: web and PDF, no email gate, with cited sources. Because a number without a source doesn’t go out.