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RAG Development
Answers From Your Own Documents, With Citations
Search and answer across your knowledge base — grounded, current, and permission-aware.
Sound familiar?
- Answers are trapped in documents and people's heads
- Keyword search cannot answer questions
- Onboarding and support repeat the same answers
The promise
A RAG system that answers from your data with citations — typically live in 4–12 weeks.
Proof
Internal search
Time-to-answer from hours to seconds
Support deflection
30–50% of routine tickets deflected (internal estimate)
Typical range
$15,000 – $60,000
Timeline
4–12 weeks
FAQ
RAG vs fine-tuning?
RAG is cheaper, updatable, and auditable — the right default for knowledge questions. Fine-tuning helps with style.
Which documents can you ingest?
PDFs, Word, Excel, HTML, Notion/Confluence, SQL, and API content — including scans with OCR.