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On-Premise LLM Deployment, Inside Your Own Perimeter

The most powerful AI models, running entirely on your hardware.

Your most sensitive data should never leave your perimeter. We deploy state-of-the-art open-source large language models (Llama 3, Mistral, Phi, Qwen, and others) directly on your servers or private cloud environment. The result is enterprise-grade AI capability with complete data sovereignty and zero third-party data exposure.

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What this covers

Hardware Assessment & Provisioning

We evaluate your existing GPU/CPU infrastructure and specify exactly what you need to run target models at production throughput.

Model Selection & Optimization

Choose from the full landscape of open-source models, with quantization and optimization applied to match your hardware budget.

Inference Infrastructure

Deploy production-grade serving frameworks (vLLM, Ollama, TGI) with load balancing, monitoring, and auto-scaling.

Security Hardening

Network isolation, access control, audit logging, and encryption at rest and in transit, built in from day one.

How the engagement runs

  1. 01

    Infrastructure Audit

    Assess existing hardware, networking, and security posture to establish deployment constraints.

  2. 02

    Model Selection

    Benchmark candidate models against your specific task types and performance requirements.

  3. 03

    Deployment & Optimization

    Install, configure, and tune inference infrastructure for target latency and throughput.

  4. 04

    Handover & Training

    Full documentation, runbooks, and hands-on training for your engineering team.

What you get

0 bytes Data sent to third parties
< 200ms Typical inference latency
99.9% Target uptime SLA
60–80% Cost reduction vs. GPT-4 API

Figures are drawn from Senteras engagements and are illustrative of typical results. Outcomes vary by data quality, infrastructure and scope.

Related work

AI Strategy & Roadmap

A clear path from where you are to where AI can take you.

Model Fine-Tuning & Integration

Models that speak your industry's language, trained on your data.

Hybrid & Cloud AI Solutions

Cloud AI power, routed intelligently through your security boundary.

Start with a conversation, not a proposal

Thirty minutes. We will tell you what we would change first, and whether you need us at all.

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The firm behind the firm