Part 8/12:
Recognizing these challenges, AI, especially Generative AI, offers promising solutions:
Automated Data Profiling & Metadata Collection: AI can rapidly analyze large datasets, identify attribute correlations, and detect inconsistencies, slicing weeks into minutes.
Data Catalog Generation: Intelligent tools create real-time, accurate attribute descriptions, reducing dependency on prior domain knowledge and enhancing collaboration.
Model Generation and Relationship Mapping: AI-powered systems suggest conceptual, logical, and physical models. They can identify primary keys, suggest relationships, and generate database DDL statements automatically, adhering to organizational standards.