nurvexBuild · What We Do
RAG Pipeline Development
A retrieval pipeline tuned to your actual knowledge base — docs, policies, past tickets — so every agent answer is grounded in what's true for your business, not a generic model guess.
Grounded in your own documents
From raw docs to a cited answer.
“Sealed items can be returned within 45 days.”
Source: Return Policy, §3.2What's included
Everything covered under RAG Pipeline Development.
Tuned ingestion & chunking
Your documents processed in a way that keeps answers accurate, not generic.
Embedding & vector search
Fast, relevant retrieval set up and tuned for your content.
Source citations
Every answer traceable back to the document it came from.
Ongoing re-indexing
The pipeline stays current as your documents change.
What actually gets automated
Workflows we automate for RAG Pipeline Development.
Tuned ingestion & chunking
Your documents processed to keep retrieval precise, not a default chunking scheme.
Vector search & retrieval
The right passage surfaced in milliseconds, not a manual document hunt.
Source citations
Every answer points back to exactly where it came from.
Ongoing re-indexing
Updates to your source docs flow through without a manual rebuild.
Multi-source grounding
Retrieval pulls from every source you've got, not just one.
Powers agents & search
The same pipeline feeds every agent and internal search tool that needs it.
How we deliver it
From first call to a live pipeline.
Discovery Week 1
We map the workflow this service touches and confirm it's worth building before any code gets written.
Architecture Week 1–2
A concrete build plan: what it does, what it connects to, what it costs, what it saves.
Build & Test Week 2–4
Built and tested against real data and real workflows, with guardrails in from day one.
Deploy & Evolve Ongoing
Live in your tools, monitored and tuned — refined every month as you grow.
Where it fits
Built for teams that need it most.
Legal Services
Intake and consultation questions answered from your actual case files and policies.
Insurance
Claims and policy questions grounded in the real policy documents.
Professional Services
Client questions answered from your own knowledge base, not a generic model.
Explore more
Related services.
Questions teams ask first
About RAG Pipeline Development.
It's how an AI answer gets grounded in your own documents instead of relying purely on what the model already knows.
Whatever you already have — policies, FAQs, past tickets. We scope what's usable during discovery.
It powers agents and assistants, but the pipeline itself can also feed internal search tools.
Re-indexing is built in, so updates to your source docs flow through automatically.
Find out what's worth automating in your business.
A free 15-minute call. We'll walk through your operations together and give you an honest answer — including what you shouldn't automate yet.
Talk to us directly
Prefer a direct line? Reach us any way that suits you — a real reply within one business day, guaranteed.
Or just pick a time that works.
15 minutes, no prep needed — we'll ask a few questions and tell you exactly what to automate first.