Merkra // AI in your workflow

An AI assistant that answers from your data, with its sources

This is a live, self-hosted retrieval chain. Ask Taskloom (a fictional project-management SaaS) a question. A real AI reads the company's knowledge base, answers in plain language, and shows you the exact passages it used. No made-up answers, and the data never leaves the company's own servers.

Live: answering from the knowledge base

1 Retrieve the relevant docs

2 Ground the model on them

3 Answer with citations

Ask Taskloom's assistant

Try one of these, or type your own question.

How this is built: a retrieval-augmented chain (document loader, vector store, retriever, LLM) running on self-hosted Flowise, so answers stay grounded in the company's own documents and the data stays on their infrastructure. This is a capability demo built by Merkra on our own instance, not a shipped client system. Want an AI that answers from your knowledge base? merkra.com