Data lakes provide a powerful way to store vast amounts of raw data. However, many companies struggle to use this data effectively. Without proper structure, a data lake quickly becomes a "data swamp." Research shows that nearly 80% of data lake projects fail to deliver their intended business value. This failure often stems from a lack of data reliability and consistency. To solve these...