Ensure deep integration with core infrastructure layers network (segmentation, routing, load balancing), compute (VM, bare metal, container orchestration), storage (block, file, object; performance tiers). Architect database services for enterprise-grade resilience, including multi-region/multi-site high availability, failover and disaster recovery strategies, backup/restore frameworks.