The power of ChatGPT,
on your own servers.
Deploy, host and customize language models on your private infrastructure. Your data never leaves your internal network, guaranteeing absolute confidentiality for your critical operations.
Supported technologies and models
Take back control of your artificial intelligence
Using public APIs exposes your company to major security risks. Our sovereign solution addresses the three major challenges of generative AI in the workplace.
Confidentiality
No more sharing sensitive data with third parties. Your legal, financial or medical documents remain strictly confined to your own servers.
Cost control
Escape volume-based pricing. Choose fixed, predictable infrastructure costs, whatever your teams' level of usage.
Independence
No longer depend on a single vendor. Switch open-source models (Mistral, Llama) at your own pace to stay at the cutting edge of innovation.
EdgeLLM in a real environment
Discover how our clients rely on our sovereign AI every day to automate their processes while ensuring the security of their data.
Use cases by industry
We design artificial intelligence solutions tailored to the strict requirements of the most regulated sectors.
Legal
Contract analysis, case-law synthesis and automated drafting, with professional secrecy guaranteed by local confinement.
local_hospitalHealthcare
Processing patient records (HDS), diagnostic assistance and structuring of unstructured medical data with zero data leakage.
account_balanceFinance
Financial report analysis, compliance automation (KYC/AML) and investment decision support on proprietary data.
precision_manufacturingIndustry
Knowledge extraction from technical manuals, predictive maintenance assistance and strict R&D protection.
Deploying your sovereign infrastructure
Our proven methodology supports you from the scoping phase to final production deployment.
1. Audit and Scoping
Assessment of existing infrastructure, definition of precise use cases and selection of the appropriate model (Mistral, Llama).
2. Infrastructure Provisioning
Server configuration (on-premise or sovereign cloud such as SecNumCloud) and installation of the secure environment.
3. Base Model Deployment
Installation of Ollama/vLLM and loading of the chosen model weights. Initial performance tests.
4. Data Integration (RAG)
Secure connection to your internal document bases via a Retrieval-Augmented Generation architecture.
5. Interfaces and APIs
Provision of a ChatGPT-style web interface for employees and an API for your business applications.
6. Training & Maintenance
Team training in prompt engineering, continuous monitoring and regular updates of open-source models.
Comparison matrix
Why the sovereign approach supersedes public Cloud APIs for critical use cases.
| Criteria | EdgeLLM (Sovereign) | OpenAI / Azure (Cloud) | In-House Development |
|---|---|---|---|
| Data confidentiality | check_circleTotal (Air-Gapped) | Subject to the Cloud Act (US) | Varies with expertise |
| Cost at scale | check_circleFixed (CAPEX) | Exponential (OPEX per token) | High maintenance cost |
| Vendor lock-in | check_circleNone (Agnostic) | Lock-in (API Lock-in) | Dependence on individuals |
| Time to production | check_circleFast (Packaged Solutions) | Immediate | Slow (Several months) |
Decision models no longer generate text. Yours can run on your own servers.
A new category of models returns typed decisions with calibrated probabilities — a choice, a score, a yes/no. They are emerging in the US as cloud APIs. We train yours on your data and deploy it behind your firewall.
Jev — TypeSafe AI
TypeSafe AI launches Jev, its first "System One" model: send a state and typed questions, get structured answers your code can use — through their API.
Laya & Clef — Unsloth
Unsloth publishes the method to turn compact LLMs (Qwen, Gemma, Llama) into decision models: up to 81% accuracy on 4 GB of VRAM.
Your decision model, on-premise
The same principle — trained on YOUR decisions and YOUR data, deployed on-premise or air-gapped, with no third-party API and no possible leakage.
Solutions tailored to your AI maturity
From standard deployment to building an expert model on your data.
Local Deployment
Installation of a ready-to-use LLM on your hardware infrastructure.
- check_circleChoice of models (Mistral, Llama 3)
- check_circleSecure ChatGPT-style interface
- check_circleSetup within 48h
Sovereign API
Connect your internal applications to your own AI engine.
- check_circleEverything in the Starter pack
- check_circleOpenAI-compatible REST API
- check_circleMonitoring and access management
Fine-Tuning
A model trained specifically on your company's knowledge corpus.
- check_circleData audit and preparation
- check_circleRAG (Retrieval-Augmented Generation)
- check_circleContinuous retraining
Plan a first technical exchange
Talk with one of our sovereign AI architecture experts. We will assess the viability of your use cases, your current infrastructure and the expected benefits of our solution.
Technical Diagnosis
Analysis of your current server capabilities and hardware recommendations.
Security & GDPR Review
Mapping of regulatory constraints (GDPR, HDS for healthcare, AI Act).
Budget Estimate
ROI calculation compared to your current use of paid third-party APIs.
Ready to take the plunge?
Book a slot directly in our calendar to talk with our experts.