Generative AI & LLM Solutions
Assistants and knowledge tools grounded in your own data.
Generative AI is only useful when it’s grounded in your reality. We build LLM assistants on your own knowledge, with the evaluation and guardrails enterprises require.
The challenge
- !Off-the-shelf chatbots hallucinate and don't know your business.
- !Staff waste hours searching scattered documents and systems.
- !You need LLMs that respect data privacy and access controls.
Our approach
- 1
Ground
Connect models to your knowledge with retrieval-augmented generation (RAG).
- 2
Build
Assistants, chatbots and content workflows with the right model per task.
- 3
Evaluate
Test for accuracy, safety and bias with a measurable eval harness.
- 4
Guardrail
Access controls, PII handling and human-in-the-loop where it matters.
What you get
- RAG-based knowledge assistants & chatbots
- Document intelligence & summarisation
- Model selection, prompt & fine-tuning strategy
- Evaluation harness, guardrails & monitoring
Frequently asked
Will our data be used to train public models?
No — we design private, access-controlled architectures so your data stays yours.
Which LLM do you use?
We're model-neutral and choose the best fit — commercial or open-source — for accuracy, cost and data-residency needs.