Keeping Public Sector AI Services Resilient with DxEnterprise on OpenShift

Rehost Windows Server VMs and SQL Server workloads on OpenShift Virtualization without changing applications or operational practices. This low‑risk starting point allows agencies to begin modernizing infrastructure while preserving familiar SQL Server operations. 

DxEnterprise continues providing SQL‑aware monitoring and automated failover, ensuring RAG assistants and AI services maintain uninterrupted access to case records, policies and operational data. OpenShift Virtualization supports running traditional VMs alongside containerized workloads on a unified platform.

Use DxEnterprise to consolidate SQL Server resources and gradually introduce Red Hat Enterprise Linux alongside existing Windows workloads. 

Cross‑platform SQL Server Availability Groups allow agencies to add Linux replicas, validate application behavior and migrate suitable workloads individually. AI applications continue connecting through a consistent SQL Server endpoint while teams build Linux and OpenShift expertise incrementally.

Modernize selected SQL Server workloads as containerized Availability Groups on OpenShift. DxOperator automates deployment and lifecycle management, while DxEnterprise provides clustering, monitoring and automated failover. 

RAG assistants, case‑intelligence tools and citizen‑service applications can operate as cloud‑native services on OpenShift while retrieving trusted data and vector embeddings from highly available SQL Server environments. Windows VMs, Linux VMs and SQL Server containers can coexist, enabling a hybrid architecture that modernizes at the pace each workload requires.