Kielce, Poland · Since 2021
Who actually builds
Cibuwai
A small team with a specific focus - helping businesses read their markets before making decisions that cost real money.
Built for businesses that want to understand their market, not just guess at it.
What Cibuwai actually does
Founded 2021Cibuwai started from a fairly simple frustration - too many businesses in the region were making product and pricing decisions based on instinct rather than data. Not because they didn't care, but because proper market analysis felt out of reach without a large budget or an in-house research team.
The work here is not about producing thick reports that sit unread. It's about identifying specific things: who your competitors are actually targeting, where demand is shifting, what pricing patterns look like in your segment. Concrete inputs for real decisions.
The platform combines structured learning - quizzes, interactive assignments, and scenario-based modules - with practical frameworks teams can apply directly. You can explore the learning program to see how the content is structured.
The focus stays narrow on purpose. Market analysis for business is the one thing done here, and doing it well requires not spreading attention too thin.
The people behind the work
Four specialists, each covering a distinct part of what market analysis actually requires.
How the learning side works
The platform is built around one observation: people retain analytical frameworks better when they apply them to realistic scenarios rather than reading about them. So each module runs through a real business situation - a product launch, a pricing review, a new market entry - and asks participants to work through it step by step.
Feedback is immediate. Wrong assumptions get flagged with an explanation of what the data actually suggests. The goal isn't to test memorisation - it's to build the habit of checking assumptions against evidence.
- Scenario-based assignments drawn from regional business cases
- Instant feedback with reasoning, not just correct/incorrect labels
- Progress tracked per module so gaps are visible, not hidden
