AIAI laboratory for business

Local AI servers

Private LLM, GPU and document knowledge systems inside company infrastructure.

01Who this is for

Local AI servers

A local deployment can include Ollama, a suitable language model and a private document knowledge base. Hardware sizing depends on model memory, context and concurrent usage. We separate equipment procurement from configuration and application integration. Before launch, the team needs an owner for updates, backups and account management. Local hosting alone does not replace these operational controls.

For organisations that need control over where their models and documents run.

We size GPU memory, RAM, storage and access management for the model, document workload and concurrent users. A local model is only one layer: document search, permissions, backups and maintenance must also be planned. Hardware and implementation costs are scoped separately.

A practical scenario

A clear result your team can verify.

An employee searches approved internal documents through a private interface. The system retrieves only authorised sources and presents an answer with references. We check outdated files, access boundaries and recovery procedures before launch.

How implementation works

How implementation works

  1. 01

    Scope and data

    Define the task, reliable sources and responsibilities.

  2. 02

    Prototype and review

    Test a specific workflow with representative examples.

  3. 03

    Integrate and launch

    Connect systems and check failures and recovery.

  4. 04

    Handover and support

    Document the workflow and agree on ongoing maintenance.

STACK / INTEGRATIONS

Technology and integrations

We assess your current API, CRM, email and document systems before selecting integrations. Models and infrastructure are chosen for the task, available data and access requirements.

APICRMLLMGPUOllamaRAG

?Common questions

Before our first conversation.

Can the solution connect to our existing systems?

We review your API, CRM, email and document tools before defining an integration. Access permissions and failure handling are part of the agreed scope.

How is the price determined?

The price depends on data preparation, workflow, integrations, testing and support. Published stage prices are orientation points; the final scope is agreed before work starts.

What happens after launch?

We document the workflow and discuss training, maintenance and responsibility for updates. Ongoing support is included only where the selected offer explicitly says so.

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Describe your process, idea or task. We will help identify a practical starting point.

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