Enterprise RAG with access control built in
A multi-agent document assistant that enforces who can see what, cites every claim, and refuses rather than hallucinates. Try it as three different roles in under a minute.
Try asking
Ask the first one as a Viewer and you are refused. Switch to Admin in the sidebar and ask again.
What makes it enterprise-grade
Access control at the data layer
Switch role and watch the same question get answered for an admin and refused for a viewer. The filter runs during retrieval, so a restricted passage never reaches the model.
Multi-agent, grounded answers
Each query runs visible agent steps - understand, retrieve, compose, answer - and every reply cites the passage it used. No citation, no claim.
Guardrails that refuse and redact
Injection attempts are blocked before the model runs, citations are validated against what was retrieved, and PII can be masked out of answers.
Operator controls, live
Swap the model, bring your own key, and flip guardrails without a redeploy. Re-tier a document and watch access cascade to every chunk of it.
Retrieval runs with no setup
Access control, retrieval and the guardrails work out of the box. To have a model write the answers, add your own API key: OpenAI, Anthropic, Google, Groq, OpenRouter and more. It is held in an httpOnly cookie in your browser and sent only to the provider you pick.