From code to GPU in one conversation. Deploy, scale, monitor, and bill your apps and agents on any GPU, any VM, any cluster, any cloud. One engine replaces your entire toolchain.
No spam. We'll reach out personally.
Turn raw GPU compute into a managed AI platform — whether you run a sovereign datacenter, an HPC center, or a GPU cloud. White-label console, per-tenant chargeback with configurable markup, budget enforcement, multi-accelerator (NVIDIA, AMD, Intel). On-prem, air-gap compatible. Your clients deploy in self-service — you bill automatically.
Operate your clients' VMs (Proxmox, vSphere, XCP-ng) and GPU clusters from one console. MCO/MCS with proactive anomaly detection, backup compliance, and SLA tracking. White-label ready with per-client chargeback. One operator manages 10 sites instead of 3.
Operate GPU and VM infrastructure without deep Kubernetes expertise at every level. SOC 2 audit trail, multi-vendor fleet management, and consistent ops across on-prem, cloud, and hybrid.
Every vendor ships its own CLI, dashboard, and metrics stack. Every hypervisor adds another layer. The result: fragmented operations, invisible costs, and expertise that doesn't scale.
kubectl, Helm, DCGM, ROCm, vSphere, Proxmox — parallel workflows, parallel runbooks, parallel skill sets for every vendor and hypervisor.
No unified cost model across GPU vendors and VMs. Chargeback is a monthly spreadsheet exercise. Waste is invisible until the invoice arrives.
Audit logs scattered across tools. No tamper-proof chain. Compliance review is a quarterly fire drill instead of continuous assurance.
Every new accelerator or hypervisor requires specialized knowledge. Onboarding takes months. Your best engineer becomes the bottleneck.
One engine, three pillars. VibOps replaces your fragmented toolchain with a unified control plane for GPUs, VMs, and AI agents.
Clone repos and build containers
Push to your registry
Deploy via Helm, Kubernetes, or Slurm
CI/CD pipelines with rollback guards
Staging to production promotion
Zero-config from a conversation
Scale deployments up and down
Monitor GPU utilization (DCGM, ROCm)
Manage VMs: Proxmox, vSphere, XCP-ng
Detect and resolve anomalies
Connect Gateway for remote sites
Natural language operations
HMAC-signed immutable audit trail
AI Act and SOC 2 compliance reports
FinOps: budgets, chargeback, waste analysis
Per-tenant isolation and quotas
Policy engine with default deny
SIEM export and LDAP integration
Clone a repo, deploy on GPU, monitor utilization, set a budget, audit every action — all in one conversation.
Demo: git clone, deploy, GPU metrics, budget, audit trail — all in natural language.
Deploy, scale, and monitor GPU workloads across NVIDIA (DCGM, MIG), AMD (ROCm), Intel (Gaudi), AWS (Trainium), Google (TPU), Groq, and Cerebras — same interface, same workflow.
Manage virtual machines across Proxmox, vSphere, and XCP-ng. Start, stop, snapshot, migrate — from the same control plane that manages your GPU fleet.
Unified cost model across all vendors and hypervisors. Per-tenant chargeback, budget alerts, idle resource detection, and waste analysis — automatically.
Transparent proxy tracks every inference per agent — cost, tokens, latency. Set budgets, enforce model access policies, detect anomalies. One URL change, no SDK required.
AI Act scoring and SOC 2 compliance reports generated on demand. HMAC-signed audit chain, tamper-detectable, exportable to any SIEM.
36 connectors across NVIDIA, AMD, Intel, AWS, Google, Groq, Cerebras, Proxmox, vSphere, XCP-ng, HPE VME. No vendor lock-in. Sovereign-friendly by construction.
Every mistake on GPU infrastructure is expensive. VibOps is designed with independent safety layers so that no single misconfiguration can damage your fleet.
Every destructive action requires explicit confirmation after a dry-run preview. You cannot break production by accident.
Every operation logged with HMAC-SHA256 chain: who, when, what, outcome. Tamper-detectable and exportable for compliance review.
Every action must be declared in the tool catalog before it can execute. Unknown operations return 403. Zero implicit attack surface.
Self-hosted inside your infrastructure. Credentials and data stay in your network. Air-gapped operation supported with on-prem LLMs.
Every read and write scoped to the authenticated organization at the service layer. Cross-tenant access is structurally impossible.
pip-audit and Trivy scan every dependency on every commit. HIGH and CRITICAL CVEs block the build before reaching production.
VibOps deploys as a lightweight control plane next to your existing infrastructure. No agents required on GPU nodes.
Self-hosted via docker compose up or Helm chart. On-prem, colocation, cloud, or hybrid. Your perimeter, your control.
Install a lightweight Connect Gateway on each site. It auto-discovers clusters, GPU resources, and VMs across all vendor stacks.
Use the VibOps console or connect via pip install vibops-mcp. Describe what you need in natural language — VibOps handles execution.
We're onboarding GPU cloud providers, MSPs, and enterprise teams. Request access and we'll reach out personally.
No spam. We'll reach out personally.