Private AI
Production Pattern

Xenith Private AI

On-premise LLM stack for regulated data.

Deploy private AI on your infrastructure for legal, banking, healthcare, and defense data that cannot leave the perimeter. Full Xenith stack (assistant, agents, RAG, LLM routing), air-gapped option, SOC 2 / HIPAA-aligned architecture. Request an Architecture Brief.

Typical infra deploy: 4 weeks
Enterprise engagement - talk to us

Deployed as a scoped engagement for your stack - not a self-serve trial or live sandbox.

What a typical engagement delivers

  • Infrastructure assessed and deployment plan approved by your team
  • LLM running on your hardware, first queries responding
  • Security architecture documented and reviewed with your compliance team
  • Admin panel for managing models, users, and access live

Typical infra deploy: 4 weeks - built into your environment, handed over as a production system.

What's included

Typical engagement deliverables

Scoped to your stack and compliance needs. We deploy the working system into your environment and hand over runbooks - not a sandbox login.

1

Infrastructure assessed and deployment plan approved by your team

2

LLM running on your hardware, first queries responding

3

Security architecture documented and reviewed with your compliance team

4

Admin panel for managing models, users, and access live

5

Runbook for your ops team to manage the system post-handover

How it works

  • Full Xenith stack on your servers. Nothing phones home.
  • Air-gapped operation supported, works with no internet connection
  • Open-source LLMs (Llama, Mistral, Qwen) deployed and optimised for your hardware
  • SOC 2 and HIPAA-aligned architecture, compliance documentation included
  • Dedicated Xenqube engineer for the first 90 days post-deployment

Who this is for

Defense and government: classified environments with strict data sovereignty requirements
Healthcare: patient data that cannot leave your network under any circumstance
Financial services: trading data, risk models, and client records that stay in-house
Legal: case files and privileged communications with full confidentiality

Want Xenith Private AI in your environment?

Book a 30-minute call. We'll map your use case, confirm fit, and outline a deployment timeline - no self-serve trial, no pitch deck.

Typical infra deploy: 4 weeks from kickoff.