Secure in-house LLM platforms | Axiotech Technical Library - Axiotech Automation Ltd

Designing Secure In-House LLM Platforms with Hyperion

axiomatrix — Sat, 29 Aug 2026 10:24:52 +0000

A private LLM platform is a governed information service, not a chat UI attached to a GPU. Architecture must cover model fit, inference latency, document permissions, prompt/output retention, evaluation, abuse controls and operational ownership. X1440 AxiRelay favours four replicas or independent models that each fit 24GB. X1160 AxiAnvil favours one larger model in 96GB with simple deployment.

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Application Note: Sovereign RAG and LLM Serving Behind the Firewall

axiomatrix — Sat, 29 Aug 2026 10:24:52 +0000

This design serves a private assistant over internal policies and technical knowledge. It assumes source permissions must be enforced before retrieval and that model output is advisory, cited and observable. Benchmark representative prompts at intended context length and concurrency. Use AxiRelay for four smaller replicas/services, AxiAnvil for one 96GB model tier and AxiTitan for multiple…

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Product Use Brief: Hyperion X1440 AxiRelay

axiomatrix — Sat, 29 Aug 2026 10:24:52 +0000

A dense inference, RAG, CI and multi-service node where several independent GPU workloads must run concurrently. This brief explains where the baseline fits, the software and operating model it supports, and the evidence Axiotech should use to validate a final configuration. Indicative specifications remain subject to component availability, export compliance and formal quotation.

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Product Use Brief: Hyperion X1160 AxiAnvil

axiomatrix — Sat, 29 Aug 2026 10:24:52 +0000

A large-memory single-GPU platform for private LLM inference, retrieval-augmented generation, medical imaging and large scientific models. This brief explains where the baseline fits, the software and operating model it supports, and the evidence Axiotech should use to validate a final configuration. Indicative specifications remain subject to component availability, export compliance and formal…

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Product Use Brief: Hyperion X4460 AxiTitan

axiomatrix — Sat, 29 Aug 2026 10:24:52 +0000

The flagship sovereign AI and research-computing platform for organisation-scale shared services and the largest Hyperion workloads. This brief explains where the baseline fits, the software and operating model it supports, and the evidence Axiotech should use to validate a final configuration. Indicative specifications remain subject to component availability, export compliance and formal…

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