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AI-indexDiscuss a project
Scenario

How to implement RAG in a large company

Enterprise RAG should be implemented not as PDF search, but as a managed knowledge loop: sources, roles, relevance, response quality, auditing, security and the process of improving the knowledge base.

Discuss the challengeCase studies
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Correct sequence

1

Select process

Regulations, project documentation, support, contracts or knowledge base.

2

Check sources

Formats, owners, relevance, access rights and markup quality.

3

Collect pilot

Index, search, answers with sources, roles, logging and quality review.

4

Scale

Backlog of sources, operation, quality monitoring, user training.

First entry

Optimal start - RAG pilot on a corporate basis for 4-6 weeks or AI-discovery, if the scenario has not yet been selected.

RAG pilotEnterprise RAG / Knowledge AIRagify

Frequently asked questions

How many documents does a pilot need?

It is better to start with a limited but real set of documents where there are clear user questions.

What to do with access rights?

Rights must be taken into account from the first pilot: the user should not receive answers from inaccessible sources.

Can quality be measured?

Yes. Uses test questions, sources, peer review, unreasonable response rate, and user feedback.

Related Pages
Productized entry

RAG pilot on a corporate basis

RAG pilot on a corporate database in 4-6 weeks: sources, indexing, answers with sources, access roles, quality and production launch plan.

Solution

Enterprise RAG / Knowledge AI

Enterprise RAG / Knowledge AI: corporate search and answers for documents, regulations, contracts, project documentation and a knowledge base with access rights, sources and audit.

Product

Ragify

Ragify is an enterprise RAG system for searching, answering and AI assistants for corporate documents with sources, access and audit.

Let's discuss your environment

Describe the task, current systems, constraints, and expected results. We will offer a practical first step: diagnostics, pilot, audit, roadmap or project team.

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