RAG Retrieval Augmented Generation

The RAG AI that reconciles innovation and control.

iH24 goes beyond a high-performance RAG solution: it is a strategic platform that reconciles AI innovation with your security, compliance and performance requirements. Internal storage, optimized indexing, precise filtering, multimodal enrichment, interoperability and customization: everything businesses and public administrations need.

  • Internal storage or private cloud in France
  • All market APIs or a local LLM
  • Text, video, audio, image

A RAG platform for demanding organizations

  • Public administrations & local authorities
  • Industry & R&D
  • Legal & compliance
  • Finance & insurance
  • Customer service
  • Training
RAG in a nutshell

An AI that relies on your documents, not on generalities.

RAG (Retrieval Augmented Generation) combines document search and generative AI. The result: precise, up-to-date answers grounded in your organization's knowledge.

RRetrieval

Search

The user's question triggers a search across your internal documents, indexed beforehand.

AAugmentation

Contextualize

The most relevant passages are passed to the AI model as working context.

GGeneration

Generate

The model writes a clear answer, grounded in your information rather than in generic knowledge.

01Data sovereignty

Your sensitive data stays within your perimeter.

iH24 keeps all of the RAG's documents within your organization's IT network, or in a private cloud hosted in France. Patents, confidential documents, customer data: your strategic information is not exposed to shared infrastructures.

Less exposure to third parties

By keeping your documents in-house, you limit exposure to third-party providers and foreign jurisdictions: a decisive advantage for regulated sectors and the public sector.

Easier compliance

You stay in control of data residency, access rights and retention policies: your GDPR processes and your audits are simplified.

In full transparency: with an external AI model, the excerpts used to formulate the answer are sent to the chosen provider. With a local LLM, nothing leaves your perimeter.

See our hosting options
02Multiple indexing

Indexing tailored to each type of content.

Standard RAG systems often apply a single indexing method to all documents, even though an organization's content is highly diverse. iH24 offers several indexing configurations when creating AI vectors, and applies the most suitable strategy depending on the document type, the business domain or how critical the information is.

Precision and relevance

Each corpus is processed according to its nature: answers become more accurate, even on complex documents.

Faster searches

Your teams find information faster and spend their time on high-value tasks.

03Subgroup targeting

Query exactly the right documents.

With iH24, each user chooses the group or subgroup of documents to query. This metadata filtering targets the relevant sources according to the search context and eliminates information noise.

One scope per team

The legal team queries only the 2024 contracts, R&D focuses on its patents, customer service accesses up-to-date procedures.

More accurate customer service

An iH24 assistant can filter by date, product category or support level: answers are precise and up to date, with fewer unnecessary escalations to the teams.

04Multimodal enrichment

Answers that show, not just explain.

iH24 links illustrative media — videos, tutorials, audio, images — to the RAG's documents. Where standard RAG systems are limited to text, your answers include the useful demonstration: a maintenance procedure with its video, a product training course with its tutorial.

Training and onboarding

An employee who asks “how do I configure module X?” receives the guide, the video tutorial, the annotated screenshots and the audio recording of the training session.

AI + human tutored support

The AI guides step by step and speeds up skills development; when a question requires it, a human expert takes over.

Discover tutored support
05Freedom of models

All market APIs. No lock-in.

iH24 works with the main AI APIs (ChatGPT, Mistral, Claude…) as well as with a local LLM. You choose the best model for each use case, and you switch when the market evolves: prices and performance change fast, and your platform keeps up.

The right model for each task

Combine several models within a single platform according to their strengths, test them and migrate from one to another without rewriting your code.

Optimized costs

iH24 can route simple queries to cost-effective models and reserve advanced models for complex tasks.

06Custom models

An AI that is expert in your business, and hard to copy.

iH24 lets you integrate custom AI models, fine-tuned on your business data, your technical jargon and your processes. AI stops being a generic tool and becomes a strategic asset unique to your organization.

Tailored to your sector

A pharmaceutical laboratory integrates a model specialized in medical nomenclature, a law firm a model trained on its internal case law, a manufacturer a model that masters its technical vocabulary.

A lasting advantage

Your competitors can buy the same tools; they cannot reproduce an AI fed by your years of in-house expertise.

Comparison

Standard RAG or iH24 RAG: what changes.

Criterion
Standard RAG
iH24
Document hosting
Often on a shared cloud
Your servers or private cloud in France
Indexing
A single method
Several configurations depending on content
Search scope
The entire database
Groups and subgroups of your choice
Content types
Mainly text
Text, videos, audio, images
AI models
Often a single imposed provider
All market APIs or a local LLM
Customization
Generic model
Models customized to your business
Benefits

Concrete benefits, at every level of the organization.

Productivity

Teams freed from searching

Less time spent looking for information, more time for high-value tasks.

Operating costs

Controlled AI spending

No model retraining with every document update, queries routed to the most suitable model, fewer errors to correct.

Compliance & security

Data under control

Data residency, access rights and retention under control: risks are reduced and audits made easier.

Hosting options
Let's get started

Put your documentary knowledge to work, with full control.

Tell us about your corpora and your constraints: we'll propose the right RAG architecture, from hosting to model selection, all the way to supporting your teams.