Problem Overview Large organizations face significant challenges in managing data across various system layers, particularly concerning reference vulnerability. As data moves through ingestion, storage, and archiving processes, it becomes susceptible to issues such as lineage breaks, compliance failures, and governance gaps. The complexity of multi-system architectures often leads to data silos, schema drift, and inconsistencies […]