With the significant growth in the amount and diversity of data assets, data silos are continuously expanding, thereby creating barriers to information sharing and collaboration across departments. In addition, the data of several departments potentially overlap and create inconsistencies and poor data quality overall. Incorrectly structured data silos can potentially cause errors in consolidated figures and prevent real-time data-informed decision-making.