LINAGORA AI
LINAGORA AIGigalis
Gigalis Framework

Fabrique IA

Holder of the Artificial Intelligence Acculturation, Training and Audit lot: a sovereign, mastered and sustainable AI offering for Gigalis member entities.

Sovereign AI for the public sector

Gigalis is a French public purchasing center (centrale d'achat) that gives member public entities pre-negotiated access to selected offerings, without having to run their own tender.

Public organizations face growing pressure to adopt AI without sacrificing their sovereignty, security or regulatory compliance.

A major player in public-sector digital for more than 25 years, LINAGORA draws on this field expertise to build a sovereign, mastered and sustainable AI offering. Editor of its own solutions (OpenRAG, LinTO, OpenLLM) and agnostic on third-party technologies, LINAGORA covers the entire chain — from awareness to production — with real deployments across French local authorities and European institutions.

Our offering in 3 pillars

From awareness to production — three complementary levers for your teams.

Acculturation
  • Interactive awareness conference
  • Practical hands-on workshop on AI tools
  • Implementation feedback and return on experience
  • Technology watch with monthly bulletins
  • Pedagogical materials tailored to the beneficiary's context
Training
  • AI fundamentals
  • Managers, organizational impacts
  • Data scientists & developers
  • AI algorithms and models
  • RAG (Retrieval Augmented Generation)
  • Ethical, legal and regulatory issues
Audits
  • Organizational and strategic audit
  • Technical and infrastructure audit
  • Compliance and ethics audit
  • Technology dependency assessment

Key differentiators

Editor and trainer

LINAGORA designs its own AI solutions: foundation models, fine tuning, RAG (OpenRAG) and transcription (LinTO). This mastery of the complete chain — from research to operation — directly feeds the quality of its training and audits.

Technology-agnostic

LINAGORA supports the implementation of any kind of AI — open source, proprietary, cloud or on-premise — depending on each organization's needs, constraints and maturity level.

Public sector, at every scale

LINAGORA works with the full range of public actors (local authorities, regions, ministries, European institutions). The Gigalis offering is available to all member entities, without geographical restriction.

Local partner ecosystem

Partnership with pedagogical experts (Le Comptoir des Signaux), open source auditors (Numericité) and an AI consulting and training specialist for businesses and local authorities (Teriagen) to strengthen field intervention capabilities.

Use cases and public-sector references

European Parliament & European Commission

Deployment of LinTO for multilingual automatic transcription and translation of institutional debates and meetings.

Ille-et-Vilaine Departmental Council (CD35)

End-to-end support around OpenRAG: deployment of an internal document management POC, team acculturation to AI issues and training of the agents involved.

Grand Paris Seine Ouest (GPSO), with Le Comptoir des Signaux

Assistance-to-contracting-authority mission on 6 generative AI use cases (PLUi chatbot, meeting minutes, HR, deliberations…). LINAGORA acts as technical expert alongside Le Comptoir des Signaux, running framing workshops, presenting RAG demonstrations and contributing to the experimentation protocol.

Partner ecosystem

LINAGORA partners with complementary experts to strengthen field intervention capabilities.

Technologies we use

LINAGORA works with the most advanced open source ecosystem, selected according to each organization's needs and constraints.

LINAGORA technologies

OpenLLM FranceLinTOOpenRAG

Open source ecosystem

Hugging FaceLangChainvLLMRagasRayChainlitOpen WebUIn8nMilvusQdrantDockerKubernetesGrafanaOpenAI

Let's discuss your AI project

Our Gigalis experts support you in designing and deploying your sovereign AI solution.