---
title: "Support and engineering · QueryLlama"
description: "Answers from the actual product documentation, and runbooks and design docs you can search."
url: "https://royalsoftworks.com/products/queryllama/use-cases/support-and-engineering/"
source: "https://royalsoftworks.com"
format: "markdown"
note: "Markdown rendering of the HTML page at `url`. Same content, same canonical URL."
---

Use cases · 2 of 2

# Support and engineering.

Answers from the actual product documentation, and runbooks and design docs you can search.

Customer support & success

## Answer from the actual product docs, not memory.

The challenge.Support agents answer from memory or outdated internal notes because searching the real documentation takes longer than guessing.

With QueryLlama.The planned RAG layer is designed to let an agent ask a customer's actual question and get a draft answer grounded in current documentation, with a citation to verify before it goes to the customer.

- BYOLLM lets an enterprise route answers through their preferred model
- Group-level access keeps support scoped to support-relevant docs
- Audit log records who asked what, for quality review

Engineering & internal docs

## Search runbooks and design docs by what they mean.

The challenge.An incident responder needs the right runbook fast, but searching by exact title fails when nobody remembers what it was called.

With QueryLlama.Semantic search is built to match on what a runbook is about, not just its filename, and hybrid search keeps exact command or error-code matches from getting buried.

- Semantic search built for 'I know what it does, not what it's called'
- Org-scoped workspace keeps internal docs separate from customer-facing ones
- Member role for engineers who search and read, not administer

## See exactly how a document goes from upload to answer.

The ingestion pipeline, the search engine, and the question-answering layer — step by step.

[How it works](https://royalsoftworks.com/products/queryllama/how-it-works/) [Read the whitepaper](https://royalsoftworks.com/products/queryllama/whitepaper/)

Written up, not shipped. There is nothing to download yet. · [Get notified →](https://royalsoftworks.com/contact/?product=queryllama&tier=notify)

[Previous Legal, compliance and HR.](https://royalsoftworks.com/products/queryllama/use-cases/legal-and-hr/)

[All of QueryLlama use cases](https://royalsoftworks.com/products/queryllama/use-cases/)

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