Custom data pipelines: Developing a data pipeline per source
Data model: Tightly bundled with RDBMS with strict DDL
Operations effort: Large amount of pipelines to monitor, maintain and trouble-shoot.
Data quality: no source of truth
High investment cost and low productivity!