Turnkey neocloud
software stack
Turns servers + GPUs into high-margin AI cloud infrastructure
Sell multi-tenant GPUaaS for AI model training, tuning, inference and AI as a service
Build your neocloud with hosted·ai
Full suite of orchestration + monetization tools
Multi-tenant GPU + overcommit for maximum ROI
Sell elastic GPUaaS, AI as a service
Sell bare metal GPU, GPU + VMs
Sell on-premises GPU or wholesale via GPU Mesh
Unified KVM, K8s and bare metal management
White label UI, REST API, billing + integrations
GPU infrastructure monetization
Sell any flavour of GPU infrastructure services with customizable add-ons, automated billing and intutive self-service provisioning
Elastic GPUaaS
Scales to fit workloads
Bare Metal GPU
Dedicated clusters
AI as Service
Model library/BYO
Dedicated GPU
VMs + GPU passthrough
Tokenized AI
For genAI factories
Classic IaaS
CPU, storage, network
Software-defined GPU for 5x ROI
Ultra-efficient GPU orchestration maximizes utilization, revenue and margins
GPU pooling: max flexibility
Create GPU pools for different use cases - from low-cost shared GPU to dedicated GPU with the highest security and performance.
GPU scheduling: max utilization
Automatically schedules GPU resources to meet variable workload demands, and maximize GPU utilization.
GPU billing: max consumption
Bill users for VRAM/TFLOPs consumption, as well as GPU instances, bare metal GPU, services, apps, and IaaS.
GPU overcommit: max margins
Set overcommit ratios per GPU pool to increase margins 2-5x without performance impact. Serve more customers per GPU.
Secure GPU multi-tenancy
Unlike any other platform, hosted·ai brings full multi-tenancy to GPU infrastructure. Serve more customers per GPU. Change the cost/margin equation for GPU cloud.
Isolated GPU sharing
Many users run workloads across a pool of GPUs at the same time. User tasks are isolated and secured from other users.
Transparent to users
Users are presented a GPU as normal, even when their tasks execute on the same physical GPU as other user tasks.
Full GPU resource access
Customers get a full unmodified CUDA stack and full access to equivalent resources of the physical GPU they're paying for.
Dynamic GPU scheduling
Unlike MIG, resources can burst; unlike time slicing, there is memory isolation and contention management
Comprehensive neocloud toolkit
Infrastructure monetization
GPUaaS
Bill users for GPU resource consumption, as well as bare metal nodes and fixed GPU instances
IaaS
Bill for vCPU cores, ephemeral and permanent storage, and bandwidth
Packages
Combine resources into easy-to-consume packages (CPU, GPU, storage, network)
Applications + models
Combine applications and models with resources, and bill for one-click installs
Regions + tiers
Set global or local prices for any number of locations and GPU tiers
GPU / marketplace
Sell your own GPUs and/or wholesale resources from GPU Mesh
UI/UX for admins and developers
Self-service panels for admins: full infrastructure lifecycle through the UI, plus UI console and terminal access, ticketing/helpdesk integration and notifications/alerts
Self-service for AI developers and enterprises: full customer lifecycle through the UI, with workspace management, app libraries, BYO model, detailed billing, utilization and reporting
Security
Multi-tenant data isolation, encryption (data in transit, at rest), governance audit logs and admin activity tracking, role-based access control and air-gap support
Multi-tenancy
Multi-org and multi-user for GPU, CPU, storage and network resources, with project isolation, resource quotas per tenant and reseller/sub-tenancy RBAC
API, integrations
Full REST API and integrations with a growing range of billing and customer management systems, including WHMCS, HubSpot, Stripe.
Deployment
Deploy as a full hyperconverged stack, or integrate with your cloud platform. Use physical GPU nodes, or wholesale GPU infrastructure from GPU Mesh.