A model that knows your business, running where your data already lives

Self-hosted inference and a model fine-tuned on your business data. Prompts, documents and training data never leave infrastructure you control.

• Training data, prompts and RAG documents stay on infrastructure your business controls rather than a third-party API.
• Self-hosted inference has no metered per-call cost once it is deployed.
• A custom dataset drawn from your own CRM, CMS or support history produces a model that knows your terminology, products and policies.
• Retrieval is grounded by a pluggable vector store - PgVector, SqliteVec or a managed fallback - so answers cite your current data.
• Every business function can have its own fine-tuned variant, trained on the data that function already produces.
• Starts from a proven open-source base model, and runs on your own server or VM.