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Zdjęcie autoraPrzemysław Blicharski

What are the 4 concepts of business intelligence?




Business intelligence (BI) is a technology-driven process for analyzing data and presenting actionable information to help executives, managers, and other corporate end users make informed business decisions. Here are four key concepts of business intelligence:


1. Data Mining: This involves exploring large sets of data to discover patterns and relationships that might be important to the business. Data mining techniques include statistical analysis, machine learning, and database systems. For businesses, this means uncovering trends, correlations, or patterns in market behavior, customer preferences, or even operational efficiencies.


2. Data Warehousing: A data warehouse is a central repository of integrated data from one or more disparate sources. Data warehousing stores current and historical data in one place for creating analytical reports for workers throughout the enterprise. The key objective of a data warehouse is to provide a coherent picture of the business at a point in time.


3. Business Analytics (BA): Business analytics focuses on using a set of metrics to inform decision-making and evaluate the results of actions taken. It’s about gaining insights from data through statistical analysis, predictive modeling, and other analytics techniques. BA helps in making data-driven decisions by analyzing historical data for insights into how a business segment is performing.


4. Business Performance Management (BPM): This concept involves the use of various performance measurement tools to monitor, manage, and improve corporate performance. BPM is about setting business goals, monitoring progress towards those goals, and analyzing variations from expected performance. This includes managing financial, human, and material resources.


Incorporating these four concepts into your business intelligence strategy can lead to more informed decision-making, improved operational efficiency, better customer insights, and ultimately, a significant competitive advantage in the marketplace. By leveraging the power of BI, companies can not only understand their current state more clearly but also predict future trends and behaviors, leading to more strategic decisions and increased inbound leads.


Remember, the key to successful BI is not just about having the right tools, but also about fostering a culture that values data-driven decision making.

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