RAG Factory: the turnkey solution for evaluating generative AI

RAG Factory is a service designed for businesses wishing to test generative AI and RAG technology on their own data before committing to a full-scale implementation project. The service is delivered in a secure, ISO 27001-certified environment, supported by Coexya’s experts in AI and search engines, and is available in three progressive tiers tailored to your organisation’s maturity.

Understanding the value of the RAG approach

RAG (Retrieval-Augmented Generation) is a generative AI approach that uses your internal data to produce contextualised, reliable and up-to-date responses.

Although it is increasingly being studied in organisations, it requires a testing phase to evaluate:

  • the quality of responses,
  • documentary accuracy,
  • data security,
  • suitability for your business use cases.

RAG Factory meets this need by offering a comprehensive, secure testing environment supported by Coexya experts.

This approach makes it possible to validate the relevance, performance, and security of RAG in a real business context and inform decision-making.

RAG Factory: a turnkey solution for evaluating generative AI

With Coexya RAG Factory, you benefit from an operational pilot designed to measure the added value of a RAG project in your organisation.

The offer includes:

  • A ready-to-use RAG platform

Access to a functional RAG solution, integrating all the necessary components (search engine, LLM, workflows).

  • The use of your business data

Import and indexing of your internal documentation to test on a truly representative scope.

  • Expert support

Our AI, RAG and search engine specialists guide you in analysing relevance, performance and security.

  • A comprehensive assessment

At the end of the pilot, you will receive a detailed report including recommendations, lessons learned and avenues for industrialisation.

Test, understand, decide… before industrialising

RAG Factory is aimed at companies, organisations or institutions that have a significant volume of documents but are hesitant to invest directly in a complete RAG project. The solution offers concrete benefits:

  • Test before investing: assess the potential of RAG in your internal processes.
  • Reduce project risks: verify the relevance, stability and accuracy of the responses generated.
  • Secure your data: a compliant (ISO 27001) and fully controlled environment.
  • Compare multiple technologies: LLM, vectorisation, engines, hybrid configurations.
  • Accelerate your AI strategy: a structured, measurable approach guided by experts.

Move from experimentation to decision-making with Coexya

With Coexya RAG Factory, you benefit from a reliable and secure framework for testing generative AI on your data, measuring potential gains and deciding on the next steps with confidence.

Our teams support you from pilot configuration to final assessment, helping you define the best path to industrialisation.

In order to adapt to the maturity and specific needs of each organisation, Coexya offers three progressive levels of support in the RAG Factory:

Thanks to these modular levels, each organisation can progress at its own pace, according to its objectives and maturity in AI.

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Discover RAG Factory, the turnkey solution for evaluating generative AI




RAG Factory Video
Test Rag's potential on your own data
A unique approach to evaluating generative AI... On your real data...
This is for you if you want to...
• Test RAG before investing
• Accelerate your generative AI projects
• Compare several technologies
• Work in a secure environment
Coexya's experts will help you to
• Understand
• Evaluate
• Decide
Coexya is...
• Multi-editor / technologies
• Secure framework (ISO 27001)
• Multi-domain business expertise
• Comprehensive support: from design to implementation
• Expertise in AI, RAG, search engines
Evaluate. Understand. Decide.
Before industrializing! With RAG Factory


FAQ: Everything you need to know about RAG Factory before you start

  • / What is RAG Factory and who is it designed for?

    RAG Factory is a turnkey offering from Coexya for concretely evaluating RAG (Retrieval-Augmented Generation) technology on your own data, before committing to any industrialisation project. It is aimed at companies, organisations and institutions that hold a significant volume of documents and wish to measure the real potential of generative AI within their internal processes, without taking risks on their data strategy.

  • / What does a RAG Factory pilot actually involve?

    The RAG Factory pilot comprises four stages: access to a fully operational RAG platform integrating all the necessary components (search engine, LLM, workflows); import and indexing of your internal documentation over a representative scope; support from Coexya’s AI and search engine experts to analyse relevance, performance and security; and delivery of a comprehensive report including recommendations and industrialisation pathways. The offering is available at three progressive levels depending on your organisation’s maturity.

  • / Is my data secure during the pilot?

    Yes. RAG Factory is delivered within a secure environment certified to ISO 27001. Your business data remains in a fully controlled setting, designed to ensure its confidentiality throughout the pilot. This is one of Coexya’s core commitments within this offering: enabling organisations to test generative AI without compromise on the security of their internal data.

  • / Can multiple AI technologies be compared within RAG Factory?

    Yes. RAG Factory makes it possible to test and compare different approaches: LLMs, vectorisation, search engines, and hybrid configurations. Coexya is multi-vendor and multi-technology, which enables it to guide each organisation towards the solution best suited to its business context, rather than advocating a single technology.

  • / What is the difference between RAG Factory and a standard RAG project?

    A standard RAG project requires a direct commitment to industrialisation, along with the associated investment and risks. RAG Factory is a preliminary step: it enables you to validate the relevance, performance and security of RAG within your real-world context before deciding on next steps. Coexya’s experts support you from pilot configuration through to the final report, helping you define the best trajectory — or to step back if the results do not justify proceeding.

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