The role of data warehouses has evolved in today’s analytics-driven environment from simply storing structured data to becoming central hubs for advanced analytics and decision-making. Modern data warehouses now support real-time data processing, integration of diverse data sources (including unstructured and semi-structured data), and scalability through cloud platforms, which has enabled businesses to gain faster, deeper insights, support AI and machine learning initiatives