A few years ago, data analysis in companies was based on a few ERP reports and an Excel file. Today, the situation looks completely different. Organizations simultaneously use ERP and CRM systems, financial and accounting systems, marketing automation tools, e‑commerce platforms, Excel files, IoT data, cloud services, and SaaS applications. Each of these sources generates […]

As the number of data sources grows and expectations around reporting increase, organizations are increasingly facing the challenge of ensuring consistency and reliability of management information. Data coming from ERP systems, finance and accounting platforms, operational tools, or Excel spreadsheets often exists in isolation, making it difficult to deliver unified business analytics. In this context, […]

In many companies, “data” is everywhere, yet no one can say with complete certainty which reports are accurate, who is responsible for KPI definitions, or why the same indicator has three different values across three departments. This is not a technology problem—it is a problem of governance, quality, and accountability. The scale can be surprising: […]

Microsoft data mesh architecture is an approach to data architecture that enables the development of decentralized analytics by shifting data ownership to domain teams while maintaining shared technological and governance standards. This model emerged as a response to the limitations of centralized data warehouses, which in large organizations increasingly struggle to keep up with the […]

Is your organization increasingly struggling with a growing volume of data coming from multiple systems? In such a situation, structuring processes, automation, and ensuring data consistency become critical. Microsoft Fabric pipelines were created precisely to streamline data flows, reduce the time needed to prepare analyses, and minimize the risk of errors resulting from manual operations. […]

In many companies, analytics costs are rising not because “the tools are expensive,” but because data and business needs are growing faster than the rules governing their use. Today, reports are no longer an add-on for controlling – they are used by sales, operations, HR, logistics, and marketing, and on top of that, there are […]