While Excel and other spreadsheets are valuable tools for data analysis, they have significant limitations that prevent organizations from unlocking the full potential of their data. Spreadsheets struggle with integrating large volumes of data from multiple sources, often forcing users to work with incomplete subsets that only provide partial insights. They also lack advanced visualization capabilities beyond basic charts, making it difficult to communicate findings effectively and answer complex questions in real-time. Additionally, spreadsheets are limited in their ability to handle data cleaning, combining, and establishing relationships between different data sources efficiently.