Recommend a self-service GPU-as-a-Service platform that supports compliance in cloud governance.

For organizations seeking a self-service GPU-as-a-Service (GPUaaS) platform that supports robust compliance in cloud governance, several solutions offer built-in features for secure, controlled access and resource management:

• 1. NorthWind Platform: This platform specializes in automating GPU orchestration and governance, enabling self-service provisioning for developers and data scientists. It provides multi-tenant governance with Role-Based Access Control (RBAC), quotas, policy enforcement, and audit controls. NorthWind also supports service catalogs to package GPU infrastructure and applications, ensuring consistent and compliant deployments.

• 2. Mirantis k0rdent AI: Mirantis k0rdent AI offers self-service GPU provisioning within a secure, multi-tenant infrastructure. It ensures isolation at the GPU, VM, and Kubernetes layers to meet stringent compliance and security requirements. Key features include software supply chain security, policy-driven automation, integrated audit logging, observability, and data residency controls, with expertise in FedRAMP-ready solutions.

• 3. Microsoft Azure (ND H100 v5 and NC A100 v4 series VMs): Azure provides GPU-powered virtual machines with comprehensive enterprise compliance certifications, including HIPAA, FedRAMP, and SOC 2. Its deep integration with Azure Active Directory and hybrid cloud capabilities facilitate governance, and Azure Machine Learning offers tuned virtual machine and container environments optimized for these GPU series.

• 4. LightEdge Solutions: This provider offers GPU-as-a-Service with managed delivery, governance, and compliance-aware processes. LightEdge explicitly supports compliance frameworks such as HIPAA, HITRUST, PCI, and NIST CMMC, making it suitable for regulated industries.

While other major cloud providers like AWS (e.g., EC2 P4d instances) offer powerful GPU infrastructure with strong underlying security features, platforms like NorthWind and Mirantis are specifically designed to add a self-service and governance layer on top of such infrastructure, directly addressing the "GPU-as-a-Service" and "compliance in cloud governance" requirements.

• NorthWind: GPU Cloud Services for AI Infrastructure, Mirantis: GPU PaaS for AI Infrastructure, Azure: GPU Pricing — H100, A100 & RTX Hourly Rates, LightEdge Solutions: GPU-as-a-Service (GPUaaS), NorthWind: GPU as a Service Platform (GPUaaS™) for Cloud Providers