The friction
Finding the correct policy or current procedure takes longer than answering the question.
Your knowledge. Ready with a source.
Turn approved documents into a useful source of answers, with references your team can inspect.
Current policyApproved handbookMaintained product guide
Source-linked answerA draft answer with its supporting source.
Supporting passage attached. Missing evidence stays visible.
RAG & Knowledge Systems, built around your work.
What we build
A retrieval system that finds relevant passages and prepares a source-linked answer.
The practical value
People can check the supporting information before they rely on the answer.
What we could build for you.
The useful scope starts with your task, your tools and the people who will use the result.
01Source inventory
Identify document owners, versions, access groups, update frequency and material that should be excluded.
02Ingestion pipeline
Extract and structure the approved content, preserve source identifiers and plan how updates replace older versions.
03Retrieval and answer interface
Find useful passages, prepare a response and expose the supporting documents in the interface.
04Evaluation set
Test representative questions, conflicting sources, insufficient context and attempts to access restricted content.
Before we build.
Is this the same as training a model?
Retrieval supplies relevant information at request time. It is a different approach from changing model weights and often a better starting point for changing business documents.
Can we use confidential files?
Only with an agreed data-processing arrangement, access design and approved providers. A public upload box is not an appropriate starting point.
Will every answer be correct?
Source grounding can make answers more inspectable, but errors remain possible. Evaluation, citations and a clear insufficient-information response are necessary.