Hire Dedicated RAG Developers
Add a vetted RAG developer to build retrieval pipelines that ground AI answers in your own documents and data, with sources cited on every answer.
50+ ERP and software projects. Zero failed projects since 2021.
A general answer is not the same as a grounded one
Without retrieval, an AI answer is a general guess. With it, the answer is tied to your actual documents, and you can check where it came from.
Answers tied to what you actually have on file
Policy documents, product manuals, contracts and internal wikis all change constantly. A dedicated RAG developer builds the pipeline that indexes this content and retrieves the right piece at the moment someone asks.
- Documents chunked and indexed correctly.
- The most relevant pieces retrieved per query.
- Answers grounded in your actual content.
Every answer traces back to a source
A grounded answer is only useful if you can verify it. A dedicated developer builds citations into the pipeline so every answer points back to the document or section it came from.
- Source citations on every generated answer.
- Easy verification instead of blind trust.
- Indexes kept current as documents change.
The same four stages, whatever the document set
Policies, manuals or contracts all move through this same retrieval shape.
From requirements to a working developer in about two weeks
Everything you need to run the engagement smoothly
Dedicated to your project
The developer works only on your account, not split across other clients' pipelines.
Direct communication
You talk to the developer directly on your tools, with no account manager relay in between.
Flexible contracts
Full time, part time, or a fixed scope of work. Scale up or down with notice, not a long lock-in.
Citation accuracy checks
Answers spot-checked against their cited sources before the pipeline goes live.
Timezone overlap
Working hours arranged to overlap with your team for stand-ups and reviews.
Replacement guarantee
If the developer is not the right fit, we replace them at no extra cost during the engagement.
What a dedicated RAG developer changes for your knowledge base
Why teams hire RAG developers through TCB Infotech
Hiring RAG developers, answered
What does a dedicated RAG developer do?
How is RAG different from just asking a model a question?
Can we see where an answer came from?
How is this different from an AI agent developer?
What is the engagement model?
What if the developer is not the right fit?
Hire a Dedicated RAG Developer
Book a free consultation. Tell us what content you want searchable, and we will shortlist developers who fit your data and your team.
Book a Free Consultation →No commitment. See a shortlist before you decide.
How Hiring a Dedicated RAG Developer Works
From the requirements call to a cited answer in production. Here is how we vet, match and onboard every RAG developer we place.
Vetting, matching and onboarding, in that order
Every developer is tested on real retrieval builds
Before a developer joins our bench, they are tested on chunking and indexing strategy, retrieval quality, and a hands-on task building a pipeline that answers questions from a real document set with citations.
- Chunking and indexing strategy.
- Retrieval quality tuning.
- A real cited-answer build task.
You get a shortlist, not a resume pile
We match developers to your specific content: the document types you have, the scale of your knowledge base, and the timezone overlap that works for your team. You see 2 to 3 fitting profiles, not fifty.
- Matched to your document types.
- Matched to the scale of your content.
- Matched to your working hours.
A structured start, then you take the lead
The developer reviews your document set, agrees the chunking and citation approach with you, and starts building the indexing pipeline in the first week. You manage priorities directly from there.
- A review of your document set.
- An agreed citation and grounding approach.
- Direct day-to-day management by your team.
Everything included in the engagement
Dedicated developer
Works only on your account, not shared across other clients' pipelines.
Direct communication
Access to the developer on your own tools, with no account manager relay.
Flexible contracts
Full time, part time, or a fixed scope, adjustable with notice as your roadmap changes.
Citation accuracy checks
Answers spot-checked against their cited sources before launch.
Timezone overlap
Working hours arranged to overlap with your team for stand-ups and reviews.
Replacement guarantee
A new developer at no extra cost if the current one is not the right fit.