The data lakehouse architecture is leading this change—particularly for machine learning (ML) and advanced analytics—by combining the strengths of both data lakes and data warehouses.

By applying machine learning algorithms like XGBoost and AutoEncoders, Jeevan developed models capable of identifying fraudulent activities in real-time.