Service · Data & Analytics
Enterprise RAG Deployment
Enterprise-scale RAG: every document at your fingertips.
Every PDF, document, scan, and knowledge artefact in your organisation becomes searchable and citable. We build retrieval-augmented generation systems engineered for high-fidelity answers: chunking strategies tuned to your content, grounded citations, hallucination guardrails, and access control.
The situation
The value rarely sits in finding things. It sits in trust. A system that returns plausible-sounding answers without a source anyone can check stops being used after two weeks. One that surfaces documents the person asking is not allowed to see gets switched off.
How we work
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01
Corpus and access model
We review which holdings should genuinely be opened up, and inherit your existing permissions rather than reinventing them.
Deliverable: Ingestion plan with an inherited permission model
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02
Ingestion and preparation
Processing PDFs, scans, office documents, and knowledge artefacts, with chunking strategies tuned to your content rather than to a standard recipe.
Deliverable: Production ingestion path across the relevant holdings
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03
Answer quality and evidence
Answers with a checkable source, guardrails against invention, and an honest answer when the corpus does not support one.
Deliverable: Grounded answers with citations and hallucination guardrails
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04
Evaluation and operation
A test set of real questions from your business units, against which every change is checked, plus monitoring in live operation.
Deliverable: Evaluation set, quality metrics, and operational monitoring
What you get
- · A searchable and citable knowledge base across formats
- · Answers with sources rather than plausible assertions
- · Access control that respects the permissions you already have
- · An evaluation set of real questions and continuous quality measurement
- · Operation in your environment, cloud or on-premises
Engagement
- Duration
- Depends on corpus size and format variety. We start with a bounded corpus.
- Getting started
- A conversation about holdings, formats, and the permission landscape.
- Who is involved
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- · Business units as the source of real questions and for sign-off
- · Document and system owners for holdings and permissions
- · Data protection and security for access and logging
- Format
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- · Start with a bounded corpus, then widen step by step
- · Quality is measured, not asserted
- · Operation in your environment, cloud or on-premises