RAG & Knowledge
RAG & Knowledge SystemsAnswers grounded in your data.
Retrieval pipelines that are accurate, cited, and continuously evaluated, so your AI answers from your data and you can trust, and verify, every word.
- cited
- every answer
- evaluated
- continuously
- fresh
- always current
- 3-6 wks
- to first ship
Refund window is 30 days.[src]
Exceptions for damaged items.[src]
See policy §4.2.
Answers grounded in your data.
A chatbot that confidently makes things up is a liability. We build retrieval systems that ground every answer in your documents and cite the source, with evaluation to keep them honest.
We get ingestion and chunking right, use hybrid retrieval for relevance, enforce citations and freshness, and wrap it all in eval harnesses so accuracy does not silently drift.
The result is knowledge AI your team and your customers can actually rely on.
Retrieval done right.
Scroll through it, the screens move with you.
Every answer, traceable
Responses grounded in your documents with citations, so anyone can verify the source.
Refund window is 30 days.[src]
Exceptions for damaged items.[src]
See policy §4.2.
Accuracy you can prove
Recall, precision, and faithfulness measured continuously so quality never silently drifts.
Always current sources
Sources tracked for freshness and re-indexed, so answers reflect today, not last quarter.
Refund window is 30 days.[src]
Exceptions for damaged items.[src]
See policy §4.2.
Everything in the engagement.
Ingestion & chunking
Get documents in cleanly with chunking tuned for retrieval quality.
Hybrid retrieval
Combine semantic and keyword retrieval for relevance that holds up.
Citation & freshness
Enforce citations and keep sources current so answers stay trustworthy.
Eval harnesses
Measure accuracy, faithfulness, and recall continuously to prevent drift.
Vector & data infra
Stand up the vector and data infrastructure to scale retrieval.
Access-aware
Respect permissions so users only retrieve what they should.
A clear path from kickoff to value.
Scope & align
We align on goals, constraints, and what success looks like, then scope a focused engagement with a clear baseline.
Assess & design
We assess your starting point and design the approach, architecture, and sequencing before a line of code.
Build & deliver
We build and ship in the open, with checkpoints and your team alongside, never a black box.
Operate & hand over
We harden, document, and hand over. Your team owns it, with managed support where you want it.
Results you can measure.
Answer accuracy
measured, not assumed
Cited responses
verifiable every time
Quality holds
continuous evaluation
Built around your starting point.
Customer support
Support
Answer from your help center accurately, with citations.
Employees
Internal knowledge
Let staff ask your policies and docs and trust the answer.
In-product Q&A
Product
Ground product assistants in your real documentation.
RAG & Knowledge Systems for your industry
Deep-dive pages with sector-specific use cases, delivery steps, and FAQs.
Tools we work with
Frequently asked.
Answers are grounded in your retrieved documents and cited to them, and faithfulness is measured continuously to catch drift.
Ground your AI in your own data
Book a working session and we'll map RAG & Knowledge Systems to your operation, then move fast.