For years, organizations have invested heavily in building data foundations. From data marts to enterprise data warehouses, then to cloud platforms and lakehouses, the technology has evolved considerably over two decades. However, the underlying business goal remained remarkably consistent: Use data and analytical techniques to better understand what has happened and why—and let those insights guide human decision making.