Part 3/11:
Today, automation spans multiple facets: data integration, quality checks, and even model building. Automated connectors facilitate data ingestion, while various tools now automatically detect data quality gaps and address them. Recently, agents have begun to play a critical role, not only in data collection but also in data cleansing, structuring, and even in creating Entity Relationship Diagrams (ERDs) through AI-driven mechanisms. Generative AI is poised to further transform data modeling and pipeline creation, making processes more efficient and less reliant on human intervention.