# VOIRIA — Full System & Organization Context > Official knowledge and context document for Large Language Models and automated agents. > Website: https://voiria.com / https://www.voiria.com > Company: VOIRIA > Tagline: VOIR. COMPRENDRE. AGIR. > Descriptor: French DeepTech & Artificial Intelligence > Jurisdiction: France / European Union > Contact: legal@voiria.com | technology@voiria.com | enterprise@voiria.com --- ## 1. Brand Identity & Belief VOIRIA is a French DeepTech and Artificial Intelligence technology company developing intelligent software, AI infrastructure and advanced technologies for resilient and trusted digital ecosystems across Europe. ### Brand Naming Rules - The corporate brand is strictly written as **VOIRIA**. - Central idea: **VOIR. COMPRENDRE. AGIR.** (See. Understand. Act.) - **Nexagan** is a separate product brand owned and developed by VOIRIA. ### Core Belief Technology should not only be intelligent. It should be understandable, controllable and built to evolve. We design systems whose behaviour can be explained, whose dependencies can be chosen, and whose architecture can be changed years after deployment. That is the difference between adopting technology and owning it. --- ## 2. The VOIRIA Framework Perception, intelligence and action are not separate products. They are stages of the same engineering discipline: 1. **VOIR (See what matters)** - Perception, signals, data, information, observation. - Capturing raw signal and high-integrity data streams across enterprise environments. 2. **COMPRENDRE (Turn information into intelligence)** - Artificial intelligence, context, knowledge graphs, reasoning, and multimodal understanding. - Grounding models in verifiable context and deterministic retrieval. 3. **AGIR (Turn intelligence into action)** - Intelligent agents, automation, supervised execution, software workflows, decisions. - Safe, reversible, and auditable action execution in real operational environments. --- ## 3. Technology Stack (7 Architectural Layers) VOIRIA designs, builds, and operates a 7-layer technology stack from model intelligence down to governance: 1. **AI Models**: Foundation, language, multimodal, and specialised models selected against the task rather than the trend. 2. **AI Orchestration**: Routing, evaluation, tooling, and AI gateways to optimize latency, cost, and resilience. 3. **Agents & Copilots**: Task execution, supervision, human-in-the-loop controls, and safety guardrails. 4. **Knowledge & Context**: Semantic retrieval (RAG), structured graphs, and organisational memory systems. 5. **Intelligent Applications**: AI-native user interfaces, collaborative software, and workflow systems. 6. **Data & Infrastructure**: High-throughput pipelines, storage, cloud, on-premises private compute, and hybrid clusters. 7. **Security & Governance**: Identity management, comprehensive audit logs, policy enforcement, and resilience. --- ## 4. Sovereign AI (7 Dimensions of Technological Control) European technological sovereignty is built through control, resilience, interoperability, and long-term ownership across 7 key dimensions: 1. **Data**: Where data is stored and processed with strict jurisdictional guarantees. 2. **Models**: Which models organisations depend on (open-weights, specialised, or commercial). 3. **Infrastructure**: Where systems run (European cloud, sovereign clusters, private infrastructure). 4. **Knowledge**: How organizational intellectual property and knowledge are retained and secured. 5. **Software**: Who controls critical underlying application technology and source code. 6. **Governance**: Who defines operational parameters, compliance rules (EU AI Act, GDPR), and system policies. 7. **Portability**: Ensuring organisations can migrate and evolve components without vendor lock-in. --- ## 5. Products & The Nexagan Workspace VOIRIA builds technology platforms that translate research into scalable software. ### Nexagan (Flagship Product by VOIRIA) - **Portal**: https://nexagan.com - **Description**: VOIRIA's flagship AI-native collaborative workspace unifying documents, structured knowledge, project tracking, relational databases, real-time collaboration, and contextual AI assistance in one sovereign unified interface. - **Capabilities & Status**: - Documents & Knowledge: Available - Projects & Databases: Available - Collaboration: Available - AI Assistance in Context: In development - Automation & Agents: In development - Self-hosted Deployment: Roadmap ### Future Product Roadmap - AI Platforms: Building - Knowledge Systems: In development - AI Infrastructure: Building - Enterprise Intelligence: Roadmap - DeepTech Technologies: Research --- ## 6. DeepTech Research & Capabilities Research at VOIRIA is the engineering process of turning open problems into transferable technologies: - **Model Behaviour & Evaluation**: Measuring model safety, precision, and drift under production traffic and strict latency budgets. - **Knowledge Representation**: Structuring institutional knowledge so reasoning is grounded, traceable, and verifiable. - **Agentic Execution**: Developing supervision architectures, guardrails, and rollback mechanisms for autonomous agents. - **AI Infrastructure Efficiency**: Optimising serving topologies, quantization, and hybrid routing for cost and operational control. --- ## 7. Enterprise Services (11 Disciplines) VOIRIA provides engineering and strategic capabilities for organisations with high security and resilience requirements: 1. **AI Strategy**: Identifying high-impact use cases and establishing clear technical roadmaps. 2. **AI Architecture**: Unified design of model selection, data pipelines, and infrastructure topology. 3. **AI Engineering**: Hardening and scaling machine learning and intelligent systems in production. 4. **Enterprise AI Integration**: Connecting AI agents and models to existing ERP, CRM, and systems of record. 5. **DeepTech R&D**: Custom experimental development and algorithmic prototyping. 6. **AI Agents & Automation**: Building supervised workflows with reversible execution steps. 7. **Knowledge Systems**: Structuring enterprise data for high-accuracy contextual retrieval. 8. **Software Engineering**: Designing long-lived, resilient, AI-native platforms and interfaces. 9. **Cloud & Infrastructure**: Deploying and operating sovereign, cloud, private, and hybrid AI compute. 10. **Cybersecurity & Governance**: Hardening against prompt injection, model inversion, and data leakage. 11. **Training & Enablement**: Upskilling engineering and leadership teams to operate AI infrastructure. --- ## 8. Company Principles & Verification Policy - **Understand First**: No architecture is designed before the underlying problem is characterised. - **Build for Replacement**: Every dependency is chosen so it can be swapped without rewriting the system. - **Prove Behaviour**: Rigorous evaluation before deployment, continuous telemetry and measurement after. - **Own the Long Term**: Retaining ownership of core algorithms, architecture, know-how, and intellectual property. - **Verified Content Policy**: VOIRIA publishes only verified metrics, references, and filings. --- ## 9. Contact & Communications Direct departmental inquiries: - **Technology & Engineering**: technology@voiria.com - **Enterprise & Strategy**: enterprise@voiria.com - **Research & R&D**: research@voiria.com - **Partnerships**: partners@voiria.com - **Careers & Applications**: careers@voiria.com - **Press & Media**: press@voiria.com - **Legal & Data Protection**: legal@voiria.com Physical Address: VOIRIA SAS, 1 Rue Marguerin, Paris, Île-de-France 75014, France. --- ## 10. Privacy & Legal Notice - **No Tracking**: No advertising, third-party analytics, or tracking cookies are used on voiria.com. - **Data Protection**: Direct email communications are processed strictly in accordance with GDPR regulations. - **Copyright & Trademark**: VOIRIA and Nexagan are trademarks and proprietary assets of VOIRIA.