AI solutions for business
Practical AI systems, process analysis and automation for business.
MoreAIAI laboratory for business
Private LLM, GPU and document knowledge systems inside company infrastructure.
01Who this is for
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.
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
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 We check outdated files, access boundaries and recovery procedures before launch.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
Define the task, reliable sources and responsibilities.
Test a specific workflow with representative examples.
Connect systems and check failures and recovery.
Document the workflow and agree on ongoing maintenance.
STACK / 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.
?Common questions
We review your API, CRM, email and document tools before defining an integration. Access permissions and failure handling are part of the agreed scope.
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.
We document the workflow and discuss training, maintenance and responsibility for updates. Ongoing support is included only where the selected offer explicitly says so.
Practical AI systems, process analysis and automation for business.
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More→Contact
Describe your process, idea or task. We will help identify a practical starting point.