An LLM that answers from your data
RAG, document search, and answers with citations. We connect an LLM to your knowledge: it answers from your data and shows the source — instead of making things up.
Answers from your data — in your product
One RAG setup — for many tasks. The source and the interface change; the accuracy and the source citation stay.
Document search
Ask in natural language — get an answer from your files, wikis, and databases, with a source citation.
Support
An assistant answers customers and agents from your knowledge base, not with vague phrases.
In-product assistant
An in-UI copilot: hints, drafts, and explanations grounded in the user’s data.
Knowledge base
Internal search for your team: onboarding, policies, project answers in seconds.
Quality you can see
We measure with evals on a set of real questions. Relevance, the share with citations, and cost — on a dashboard you can access.
Answer relevance by eval
Answers with a source citation
Answer with retrieval over your data
Cost per query — cache and routing
Data around the product
The product at the centre, sources around it. We connect what you already have: files, wikis, CRM and databases. Data stays with you — answers rely on the current version.
About LLM integration — the questions we usually get
RAG means the model retrieves the relevant parts of your documents before answering, then answers from them rather than from memory. Answers stay grounded in your data, come with a source citation, and refresh the moment you update the documents.
Let’s talk about your LLM
A 30-minute call to fit an LLM to your data. No commitment: we look at your data and the task — and you leave with a written integration plan.
Book a call
30 minutes to scope the task: what the questions are, what data you have, and where the documents live.
/02A prototype on your data
We build RAG on a slice of your documents and show answers with citations.
/03Evals and tuning
We run against a question set and raise relevance with retrieval, reranking, and prompts.
/04Ship into your product
We connect it to your UI or support, and track quality and cost on a dashboard.