Description: The Business Analytics Framework is a structured approach to analyzing business data and making informed decisions. This framework provides a systematic guide that allows organizations to collect, process, and analyze data from various sources, facilitating the identification of patterns, trends, and improvement opportunities. Through the implementation of analytical tools and techniques, companies can transform raw data into valuable information that supports strategic decision-making. This approach not only focuses on data collection but also encompasses visualization and interpretation, ensuring that results are understandable and applicable. The Business Analytics Framework is enhanced through the integration of real-time data analysis capabilities, scalable storage, and artificial intelligence tools, enabling organizations to gain deeper and more accurate insights. The relevance of this framework lies in its ability to adapt to the changing needs of the market and technological evolution, ensuring that companies can remain competitive in an increasingly data-driven environment.