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Reference designInternal LLM Copilot (Policies + Tools)· 4 months

Staff asked colleagues instead of reading the policy. Now they ask and get an answer they can check.

Answer accuracy · before

61%

Naive single-vector RAG pilot

Answer accuracy · after

89.2%

Hybrid retrieval + reranker + citations

The problem

Company knowledge sat in policy documents nobody read, so people interrupted colleagues instead. An earlier chatbot attempt made things worse: it answered confidently with no way to tell whether it was right.

What was built

We built an assistant that searches the actual documents, ranks what it finds, and answers only with a link to the source it used — plus a test suite that runs before any change goes live.

What changed

Answers went from 61% correct to 89%, every answer arrives with a source to verify, and new staff get up to speed measurably faster.

Tell us about the task.

The first call is free. If this system is not the right answer for your numbers, we say so.

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