The general availability of the AlloyDB Omni Red Hat RPM orchestrator now provides production-ready security and low-downtime operations for PostgreSQL workloads. This release supports four deployment modes, including standalone RPM and containerized options with Kubernetes. The RPM deployment is ideal for organizations needing cloud performance with local control, especially for workload modernization and regulated environments. It also enables edge and on-premises deployment for low-latency processing and disconnected operations. The orchestrator simplifies cluster provisioning and lifecycle management, offering flexible reference architectures. High availability is achieved through synchronous replication and automatic failure handling, while read pools allow for dynamic scaling of read workloads. Data protection is enhanced with automated backup and restore capabilities, supporting point-in-time recovery to GCS or S3-compatible storage. SELinux enforcement is provided for strict compliance, and low-downtime maintenance automates updates and scaling with rollback support. The orchestrator simplifies dynamic configuration tuning and cluster maintenance by adding or removing nodes. It offers advanced logging, custom metrics for rich observability, and integrates AlloyDB's AI features for generative AI applications.