Expertise/Custom AI/RAG & knowledge
RAG & knowledge

Your knowledge,
finally searchable.

We turn your scattered documents into a base you can query in natural language, where every answer cites its source.

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An AI that makes up an answer is a legal and commercial risk. RAG grounds every answer in your documents: sourced, verifiable, up to date.

How we ground AI.

01 / 04
01Ingestion

All your knowledge, connected.

We gather your scattered documents and prepare them for search. We collect your scattered documents, clean them and index them to make them searchable, whatever their source or format.

01

Sources

PDFs, wikis, Drive, databases.

02

Structuring

Clean and up to date.

03

Security

Everyone sees only what they should.

02Retrieval

Finding the right passage.

Search that understands intent, not just keywords. Semantic search that understands the intent behind the question, not just the keywords, and surfaces the passages that truly matter.

01

Semantic

Understands intent.

02

Relevance

The exact passage.

03

Speed

In real time.

03Generation

Answering, with sources.

A plain-language answer, with a link to the original document. The AI answers clearly and always cites the original document, for reliable, verifiable answers with nothing made up.

01

Grounding

In your docs.

02

Sources

Cited and clickable.

03

Reliability

Zero fabrication.

04Updates

Always up to date.

A document changes, the base updates, the answers follow. When a document changes, the base re-indexes and the answers follow, keeping knowledge current with no manual maintenance.

01

Sync

Automatic.

02

Versions

History preserved.

03

Freshness

Never stale information.

Deliverables

Grounded answers.

From ingesting your sources to sourced generation, a reliable assistant that only answers based on your documents.

  • Ingestion of your sources
  • Vector database
  • Semantic search
  • Sourced answers
  • Hallucination control
  • Automatic updates

From idea to
results.

A short, transparent process built to ship fast without ever improvising.

01

Scoping

We identify the questions to handle and the sources that count as truth in your organization.

02

Design

Document chunking, choice of search engine, citation rules. We design the grounding.

03

Build & deploy

Source ingestion, vector database, an assistant wired up and tested on your real questions.

04

Growth

We measure answer quality, fill knowledge gaps, and keep the base up to date.

Proof

Reliable, sourced, current.

A consulting firm opened its 10,000 documents to a RAG assistant. Consultants now find the right clause in seconds, source included.

~0
hallucinations
+95%
sourced answers
×5
faster access to info
real time
updates

Answers that are grounded, never invented.

Go further.

This service is at its strongest combined with the rest of our expertise.

Frequently asked
questions.

Your questions about RAG and AI knowledge.

What is RAG?
RAG (Retrieval-Augmented Generation) grounds the AI's answers in your documents, for reliable, sourced answers rather than invented ones.
What sources does it rely on?
Your documents, knowledge bases, procedures and internal data. The AI cites its sources instead of hallucinating.
Do our documents stay confidential?
Yes. We control indexing and access, with the option of private hosting depending on your requirements.
Does it really reduce errors?
Significantly: by grounding answers in your content, we limit fabrications and earn users' trust.

Make your knowledge
searchable

30 minutes to identify the questions to handle and the sources that count as truth.