Local models & Sovereign AI
AI in your environment.
With controlled data flows.
We plan and integrate locally or privately operated language models for applications with specific data access and operational requirements. The selection may include Llama, Mistral, Gemma or Phi, for example.
Local operation is an architectural decision
We review model licences, hardware requirements, response quality and expected throughput. Hosting, model access and connected tools are considered together so that data flows and operational responsibility are traceable.
Connect knowledge search and agents
Depending on the task, document preparation, search and tool access complement the model. Ollama and search stores such as Qdrant, Chroma or pgvector can be part of the solution. Updates, backups, evaluation and monitoring are planned for the specific environment.
