Our data is dirty, will BI even take off?
That is why the first stage is audit and cleaning. Dirty data is not a blocker but the starting point: a 60-store chain started exactly like that.
Power BI/Datalens or custom?
We decide in the solution map: ready BI tools are faster for standard marts; custom — when you need alerts, auto-orders and ML in one loop.
Is the data updated in real time?
Mart latency is minutes: POS, stock, CRM. For alerts — seconds.
How is payment structured?
By milestones: deposit, after prototype, after launch. In T&M — per sprint, with an hours report every two weeks.
Who owns the code?
You do, by contract: the repository is on your side, no licence fees for “seats”.
What happens after launch?
The first month of support is included. Then — an SLA package with response times, or T&M per task.
Do you work with VAT and e-document flow?
Yes: an LLC with VAT, contracts and closing documents via e-document flow.