Data Sheet: Architecting the Right Foundation for AI with Rafay and Weka

NeuralMesh by WEKA and the Rafay Platform are working together to form a production-grade foundation for GPU clouds. Together, they eliminate the operational trade-offs that typically slow down GPUaaS offerings, sovereign AI clouds, and enterprise AI deployments.

NeuralMesh provides the AI-native storage layer, purpose-built for GPU workloads and optimized for performance, density, and power efficiency across bare metal and Kubernetes environments. The Rafay Platform adds the orchestration and governance layer that makes this infrastructure consumable at scale, standardizing how GPUs, storage, and AI services are provisioned, governed, and operated across tenants and environments.

‍What the Datasheet Covers

• AI-native storage with NeuralMesh supporting multi-protocol access (POSIX, CSI, S3, NFS) and composable, tenant-isolated filesystems
• SKU-driven GPU cloud orchestration with Rafay, enabling rapid tenant onboarding, quota enforcement, and standardized consumption
• Secure multi-tenancy and governance by design, including hierarchical RBAC, policy enforcement, and per-tenant isolation‍
• End-to-end automation from Day-0 to Day-2, covering provisioning, scaling, lifecycle changes, and ongoing operations