Sizing & procurement
Infrastructure matched to the workload.
Size GPU, node, storage and network requirements, then coordinate distributor-backed Supermicro procurement after customer approval.
LLM Machines sizes, configures, monitors and maintains private inference inside infrastructure you control. Connect your favourite apps and harnesses through a documented API while keeping the applications, permissions, data and workflows under your ownership. Nothing leaves your infrastructure.
The appliance combines distributor-backed infrastructure with a configured inference environment and a recurring operating service.
Size GPU, node, storage and network requirements, then coordinate distributor-backed Supermicro procurement after customer approval.
Configure model serving, routes, credentials, quotas and access policy for the latency, quality and throughput you need.
Monitor model health, capacity, request metadata, alerts and hardware through the local Observability layer.
Manage controlled updates, backup, recovery and isolation procedures through agreed maintenance windows.
Chat Completions is the documented API protocol your favourite apps and harnesses use to access approved local models.
Original first-party LLM Machines Product source is source-available under the unmodified PolyForm Internal Use License 1.0.0. Third-party components retain their upstream licences.
Inference, operational controls and approved advanced-integration boundaries run inside the environment you control.
Identity federation, Admin and Operator roles, network pre-flight, metadata-only audit and signed lifecycle controls are handled during onboarding.
LLM Machines provides local inference and a documented API handoff. Your teams retain their chosen applications, permissions, data and workflow ownership.
Review the architecture, deployment plan and pricing model before a discovery call.