Use cases
AI compute for enterprise
Enterprise AI GPU Workspaces
Give teams dedicated GPU workspaces, private provider options, transparent billing, and an operational path for internal AI platforms.
Ready template
Recommended workspace
Template
Private providers
GPU
Reserved H100
Access
Browser + SSH
Billing
Per-hour
porfal create --use-case enterprise-aiworkspace ready: browser + sshWorkloads
Private AI apps
Internal model platforms
Dedicated capacity
Team workspaces
Recommended stack
Private providers
API
SSO-ready controls
Dedicated support
GPU fit
Reserved H100
Reserved H200
Custom providers
Why Porfal
Dedicated GPU compute without infrastructure work.
Pick a GPU, launch the template, connect from browser or SSH, and stop the workspace when the run is done.
Align GPU capacity with team requirements.
Use provider abstraction for future expansion.
Centralize workspace operations and billing visibility.
Workflow
A short path from GPU to running workload.
1
Define capacity
2
Connect provider
3
Provision teams
4
Monitor usage