Cloud Private Deployment
Cloud deployment runs your agents on rented GPUs in your own cloud account — elastic, with no hardware to own. Best for spiky demand, frontier models, pilots and overflow capacity.
Best for
Bursty usage, the largest models, and validating volume before investing in hardware.
Keep control
Run in your own cloud account with your controls; reserve cloud for overflow while everyday private work runs locally in a hybrid setup.
All deployment options
Local appliance
A quiet box on-site running your agents. Lowest cost per request and full data residency for a single office or property.
Best for: SMBs, single sites, confidential data, predictable everyday workloads.
On-prem server
A workstation or server in your rack or closet, serving many agents and larger models to a whole team or department.
Best for: Departments, regulated data, high steady volume, multi-agent platforms.
Cloud GPU
Rented GPUs in your own cloud account for bursts, the largest models, or before you've validated volume — no hardware to own.
Best for: Spiky demand, frontier models, pilots, overflow capacity.
Hybrid
Everyday private agents run locally; heavy or occasional jobs burst to the cloud. The pragmatic default for most businesses.
Best for: Most real deployments — control and cost locally, elasticity in the cloud.
Recommended hardware
- 99/100Cloud B200 (Blackwell profile, to verify)Cloud · Cloud GPU Profiles
- 97/100Cloud H200 141GB (profile)Cloud · Cloud GPU Profiles
- 91/100Cloud H100 80GB (profile)Cloud · Cloud GPU Profiles
- 72/100Cloud A100 80GB (profile)Cloud · Cloud GPU Profiles
- 59/100Cloud L40S 48GB (profile)Cloud · Cloud GPU Profiles
Frequently asked questions
Is cloud deployment private?+
It runs in your own cloud account, but data leaves your premises to the provider — weigh that against capability. Many businesses keep sensitive work local and burst to cloud.
Run Cloud Private Deployment on a private AI Business OS
Run your own AI agents on hardware you control — private by design, no per-seat data leaving your premises. BrainOutput helps you pick the right machine and turn it into a working AI Business OS.
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