Databaseforval
Databaseforval is a database management framework designed to support value-based data governance and validation across distributed data environments. It combines a storage engine with a validation layer, enabling administrators and applications to enforce data quality rules, apply schemas at ingest, and automate cleansing or rejection of non-conforming records. A data provenance subsystem records data lineage, transformations, and historical values to support audits, reproducibility, and regulatory compliance. The system also offers time-travel capabilities by maintaining versioned records and immutable snapshots.
Architecture and core components: The framework is modular and pluggable, with a storage backend that can connect
Origins and usage: Databaseforval emerged from research and industry collaboration focused on integrating data quality, governance,