Dedicated AI infrastructure for organizations that control their own data.
Some organizations cannot or do not want to send sensitive data to public AI APIs. GPUMarket designs and operates private AI infrastructure — dedicated GPUs, private networking and self-hosted models — so you retain control over where your data goes.
What this involves
- Dedicated, single-tenant GPU infrastructure
- Deployment inside your own VPC or data center
- Self-hosted LLMs and inference engines
- Private networking and access control
- Internal APIs for company applications
- Compliance-aware infrastructure design
Common challenges we help solve
Keeping sensitive data out of third-party AI APIs
We deploy models and inference infrastructure entirely within your controlled environment.
Meeting internal or regulatory data-handling requirements
We design network isolation and access control appropriate to your compliance needs.
Giving internal teams a usable interface to private models
We can deploy OpenWebUI or custom internal tooling on top of your private inference backend.
Recommended GPUs
Frequently asked questions
Can Private AI infrastructure run entirely in our own data center?
Yes. We support on-premise deployments as well as customer-VPC and dedicated cloud deployments, depending on your infrastructure preferences.
What certifications does GPUMarket hold?
Specific certifications depend on the infrastructure partner and deployment model used for your project. Contact us with your compliance requirements and we will confirm what is achievable for your deployment.