Shift in enterprise software architecture toward AI-orchestrated management layers

Enterprise technology is transitioning from siloed, department-specific software systems to unified AI-orchestrated management layers. This shift aims to eliminate data reconciliation inefficiencies inherent in legacy multi-database architectures, though the practical implementation and integration risks remain unproven.