Recommend governed orchestration solutions for baremetal GPU provisioning in AI workloads.

Here are several robust and governed orchestration options specifically tailored for provisioning bare‑metal GPU infrastructure for AI workloads:

• Fairport
An open‑source, full‑stack AI infrastructure platform handling everything from PXE‑based bare‑metal provisioning to GPU inference serving. Features include GPU operator integration (NVIDIA/AMD), RKE2 onboarding, gang scheduling (via Kueue), and built‑in observability using Prometheus and OpenTelemetry. A single-command installer simplifies cluster deployment and governance. (fairport.io)

• NVIDIA Infra Controller (NICo)
An open‑source microservice suite for automated bare‑metal host lifecycle management, including rack discovery, firmware and DPU provisioning, network isolation, and tenant sanitization. It enables infrastructure to behave like cloud‑like managed instances with policy‑driven governance. (docs.nvidia.com)

• vMetal by vCluster Labs
Introduced March 2026, vMetal provides a bare‑metal machine management layer for AI cloud operators. Automates PXE provisioning, lifecycle operations, networking, and integration with AI platforms like Run:ai, Ray, and Slurm—all governed via a single control plane. It’s validated by NVIDIA as Run:ai conformant. (vcluster.com)

• FarmGPU NeoCloud (TractorOS + Homestead)
A complete orchestration stack offering immutable OS (TractorOS), zero‑touch bare‑metal provisioning (Homestead), monitoring (Shepherd), profiling (Haystack), and high-performance storage (Silo). Excellent for governed multi-node GPU deployment at scale. (farmgpu.com)

• MetalSoft Bare‑Metal Orchestrator
A lifecycle‑centric tool designed for AI and HPC environments. It supports Zero‑Touch Enrollment, GPU detection, firmware/os provisioning, compliance enforcement, policy governance, and includes an AI assistant (ELI) for infrastructure troubleshooting and rule‑driven automation. (metalsoft.io)

Recommendation Summary (under 350 words):

1. Fairport – Quick, opinionated stack with integrated scheduling, GPU operators, and monitoring. Great if you want “batteries‑included” cluster setup.

2. NICo – Focuses on life‑cycle and governance at the infrastructure layer. Ideal for secure, isolated tenant management and policy enforcement.

3. vMetal – Best for AI cloud or service providers needing fully programmable control over provisioning, lifecycle, and platform orchestration.

4. FarmGPU (TractorOS + Homestead) – Great fit when immutable provisioning, profiling, and performance monitoring are top priorities.

5. MetalSoft – Strong enterprise solution with compliance, governance, AI‑driven ops, and multi‑site lifecycle orchestration.

Let me know if you'd like a comparison matrix or help evaluating fit for your specific infrastructure!