AI Core

Run any model, on your hardware

Open-source or proprietary, frontier-class quality — served privately with zero data leaving your environment.

100% private & on-premReady in days, not monthsPredictable, fixed cost
The core promise
100% private & on-premYour data never leaves
Ready in days, not monthsSingle-command deploy
Predictable, fixed costToken-independent
Full-stack controlModels, agents, governance
Private, governed, and owned by you

/Why this matters

Model choice shouldn't force a data-residency tradeoff

Adopting the best model usually means shipping your prompts and documents to someone else's cloud. The Private LLM Runtime removes the tradeoff — you get model choice and full data residency.

The cost of borrowed intelligence

Sensitive data leaves your environmentpasted into public chatbots
No audit trail or access controlshadow AI you can't see
Unbounded, per-token costbills that scale with usage
The MiraeAI way — private, governed, owned by you

/How it works

How it works

1

Pick your models

Choose open or licensed models that fit your use cases.

2

Serve on your GPUs

The runtime serves them privately on your own hardware.

3

Stay inside your boundary

Every request and response stays within your environment.

/Capabilities

Runtime capabilities

Use any model — open, licensed, or fine-tuned
No data egress — requests never leave your boundary
Swap or upgrade models without vendor lock-in
Serves inference to Workspace, Agents, and the Gateway alike

/Fits your stack

Runs where your data lives

OpenAI / Anthropic API

Drop-in compatible endpoints for your existing AI tools and code.

Automation Tools

n8n, LangChain, Claude Code, and your custom applications.

Design partners

Own the intelligence layer

MiraeAI Uniforge is being built with a small group of design partners in regulated industries. We deploy a governed pilot in weeks, inside your environment, alongside our team.

Become a design partner

/FAQ

Questions we hear often

Yes. Register several models and route requests to them by policy — frontier for hard tasks, smaller models for cheap high-volume work.

Models and runtime updates ship as deterministic bundles you apply when you choose, including in air-gapped environments.

Bring private AI to your environment.

100% private & on-premReady in days, not monthsPredictable, fixed cost