Turn GPU Infrastructure into a Revenue-Generating AI Service
Hoonify AI gives GPU infrastructure operators the platform to launch managed AI API services in weeks — on hardware they own, with full control over models, tenants, and pricing.
What Is an AI Service Platform?
A software layer that enables GPU infrastructure operators to offer AI API services to tenants and customers — without building the service layer from scratch. Hoonify handles model deployment, tenant management, API key issuance, and metered usage so operators can focus on their infrastructure.
Model Deployment
Deploy open-source and commercial models on your hardware in minutes with one-click updates and rollbacks.
Tenant Management
Issue API keys, set quotas, and manage billing across all your customers from one unified dashboard.
Usage Metering
Track token consumption per tenant, enforce rate limits, and generate invoices — all automatically.
Three Clear Paths to AI on Infrastructure You Control
Hoonify AI supports the full range of GPU operator environments — from commercial AI service clouds to air-gapped enterprise deployments.
Launch AI APIs on Your GPU Infrastructure
For BM&S providers, colocation operators, and GPU infrastructure owners who want to monetize capacity by offering metered AI API services to their customers.
Secure, Air-Gapped AI for Regulated Environments
Rack-scale AI inference for defense agencies, national labs, and regulated enterprises where data sovereignty and air-gapped deployment are non-negotiable.
On-Site AI Inference for Sensitive Environments
Workstations and compact GPU clusters for localized AI inference where data residency, compliance, or operational requirements keep AI on-site.
HPC Roots. Inference Performance at Scale.
Hoonify AI is powered by TurbOS® — a high-performance computing orchestration platform built to squeeze maximum performance from any GPU infrastructure. TurbOS® provides GPU scheduling, workload balancing, and inference operations that make Hoonify fast, efficient, and reliable.
Latest-Gen GPUs Supported
NVIDIA B300, H200, GB200, RTX PRO 6000 and AMD MI350X, MI325X, MI300X — if it runs CUDA or ROCm, TurbOS® runs on it.
Production-Ready in Weeks
From bare metal to a live, multi-tenant AI API service — complete deployment in under two weeks with guided onboarding.
FAQs
Hoonify AI is an AI service platform that enables GPU infrastructure operators to offer managed AI API services to customers — without building the service layer from scratch. It handles model deployment, tenant management, API key issuance, and metered usage so operators can focus on their hardware.
GPU infrastructure owners, HPC data center operators, sovereign cloud providers, and enterprises that want to run AI inference on hardware they control — without relying on hyperscaler APIs or building custom software stacks from scratch.
Most operators go from bare metal to a live, multi-tenant AI API service in under two weeks. The Hoonify team provides guided onboarding, deployment support, and configuration assistance throughout the entire process.
Hoonify AI runs on any CUDA or ROCm-compatible GPU — including H100, A100, L40S, RTX 4090, and more. It supports on-premise bare metal, private cloud, air-gapped, and edge deployments. No cloud dependency or vendor lock-in required.