ATechReview

Problem Overview Large organizations face significant challenges in managing data throughout its lifecycle, particularly during application decommissioning and retirement. As systems evolve, data must be migrated, archived, or disposed of in compliance with various regulations and internal policies. The complexity of multi-system architectures often leads to data silos, schema drift, and governance failures, which can […]

Problem Overview Large organizations face significant challenges in managing healthcare data migration across various system layers. The complexity arises from the need to ensure data integrity, compliance, and efficient access while navigating the intricacies of metadata, retention policies, lineage tracking, and archiving. As data moves through ingestion, storage, and analytics layers, lifecycle controls can fail, […]