Custom LLM Fine-Tuning & RAG
AI that knows your business, and keeps it private.
General-purpose models don’t know your policies, products, or customers. We ground and tune LLMs on your enterprise data, inside your security boundary.
Overview
Public models are impressive, but they guess when they lack your context. Ilios builds Retrieval-Augmented Generation (RAG) platforms and domain-tuned models that answer from your own trusted content, cite their sources, and respect every access control you already have.
Answer from your content
your own trusted sources, not guesses
Cite their sources
so every answer can be checked
Respect access controls
every permission you already have
What we deliver
Enterprise RAG architecture
End-to-end pipelines for ingestion, chunking, embedding, retrieval, and response generation.
How it works
Map the knowledge
Identify sources, owners, and sensitivity levels.
What you walk away with
Answers grounded in your data, with source citations
Your data stays within your cloud and security perimeter
Fewer hallucinations through grounded, evaluated responses
A reusable AI data foundation for future use cases