How is each deployment quoted?
We prepare a custom proposal after discovery. Scope drivers include the infrastructure footprint, inference estate, availability, update policy, recovery scope, capacity reviews, support access and reporting.
Every deployment is sized around the inference capacity, hardware topology, connected applications and operational support your organisation actually needs.
We turn your infrastructure, inference and operating requirements into a custom proposal after discovery.
The standard scope covers the inference core, recurring operations and a documented contract for the applications your teams already use.
LLM Machines provides private inference, recurring operations and a documented API contract. Your applications continue to access approved local models through that contract.
The inference core, Console, identity, observability layer and lifecycle tooling are deployed inside the environment you control.
Inference inputs, outputs and workload content remain inside your environment, while operational records stay focused on metadata.
What private on-prem inference can cost to assemble and operate internally, compared with a scope-based partnership. Illustrative Year 1 SME planning profile.
Hire the team. Stitch the OSS. Operate and maintain every layer.
Define the operating scope without building and maintaining every platform layer internally.
When an integration needs more than documented model access, we scope a separate consulting engagement around one measurable operational outcome.
Move inference inside your environment while preserving the applications and workflows your teams already use.
| Cloud AI APIs | LLM Machines | |
|---|---|---|
| Data control | Prompts leave your perimeter | Data stays inside your environment |
| Commercial model | Usage-based token billing | Custom quote for owned infrastructure |
| Portability | Provider-specific APIs and policies | Documented API and source-available first-party Product source |
| Deployment | Fast to start, external to your perimeter | Controlled deployment inside your infrastructure |
| Auditability | Limited to provider exports | Metadata-only activity and audit records on-prem |
How quotes, hardware, product scope and scaling work before a commercial conversation.
We prepare a custom proposal after discovery. Scope drivers include the infrastructure footprint, inference estate, availability, update policy, recovery scope, capacity reviews, support access and reporting.
The standard scope combines the Core Appliance, operational Console, identity and policy controls, observability layer, lifecycle support and a documented API handoff.
Original first-party LLM Machines Product source is source-available under the unmodified PolyForm Internal Use License 1.0.0. Third-party software keeps its upstream licence.
The appliance is sized with your team, procured through distributor-backed channels and deployed as infrastructure you control. Warranty coverage follows the supplier and manufacturer documents and the signed Order Form.
Existing applications connect through the documented Chat Completions protocol and receive access only to approved local models.
Advanced integration consulting uses a separate statement of work with a measurable target, explicit acceptance criteria and a documented handoff into customer ownership.
Discovery call, workload review, sized appliance specification and a quote matched to your environment.