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Data platform and integration

Reports are only as dependable as the data behind them. We connect business systems, retain the history you need and add checks so teams can work from consistent figures.

Systems we connect

1C, Bitrix24, amoCRM, HubSpot, Excel, Google Sheets, CSV exports, PostgreSQL, SQL Server, Oracle, MySQL, POS and PMS platforms, bank statements, advertising platforms and REST APIs.

What we build

A data warehouse or lakehouse in an agreed cloud account or on your infrastructure; scheduled data loading; data-quality checks and alerts; historical records; and a shared model for reports and AI tools.

How we design it

The architecture reflects your data volume, security requirements and internal skills. We document transformations and access rules, start with the simplest maintainable design and expand only when there is a clear need.

FAQ

Common questions

Do we need Microsoft Fabric?

Not always. Power BI with a suitable data model may be enough for a smaller setup. Fabric becomes relevant when source count, data volume or processing needs grow.

How often can data refresh?

Refresh frequency depends on the source systems and architecture. Daily, hourly and event-driven options can be assessed during the technical review.

Start with the business question.

Tell us what you need to measure and where the data lives. We will review the request and outline a practical next step.