The growing volume of data, the need for near real-time reporting, and the expectation of full analytical availability make traditional on-premises solutions increasingly insufficient. The cloud enables: Choosing the right platform—such as Microsoft Fabric, Snowflake, Google BigQuery, or Amazon Redshift—should not be a purely technical decision made solely by the IT department. It is a […]
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: […]