DTR Hosting
Artificial intelligence

Bring AI into your business, without giving away your data

Self-hosted open-source LLM, process automation, AI agents. We design AI solutions adapted to your business, hosted at your premises or in sovereign cloud.

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Our AI approach

Data sovereignty

Your data stays with you. Self-hosted open-source LLM, European hosting, GDPR compliant.

ROI before POC

We start by identifying the highest-impact use case. No AI for show.

MLOps included

Monitoring, continuous evaluation, versioned prompt management. Not just a POC that dies.

Our AI services

From strategic scoping to production deployment.

Top

AI use case scoping

Discovery workshop with your business teams to identify 3 to 5 high-ROI AI use cases. Feasibility estimation, required data and target architecture.

Format
Scoped workshop
Profile
Senior AI consultant
Indicative duration
5 to 10 days

Deliverables

  • Catalog of 3-5 qualified use cases
  • ROI and complexity estimate per case
  • Target technical architecture
  • 8-week POC plan
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Self-hosted LLM integration

Deployment of an open-source LLM (DeepSeek, Llama, Mistral) on your infrastructure, integration with business apps, fine-tuning on your data and production rollout.

Format
Scoped mission
Profile
ML / DevOps engineer
Indicative duration
30 to 60 days

Deliverables

  • LLM deployed and exposed via private API
  • Business app integration (RAG, chat)
  • Operational documentation
  • User team training
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Sample missions

A few concrete examples of missions delivered with our clients.

Context

Customer service - 200 tickets/day

Problem
Rising response times, agents overwhelmed by repetitive questions.
Solution
Self-hosted AI chatbot (DeepSeek + RAG on knowledge base), human escalation on complex cases.
Outcome
60% of L1 tickets resolved by AI, average response time divided by 3.

Context

Law firm - legal monitoring

Problem
Manual monitoring of 50 sources, 4h/day from a junior to summarize.
Solution
Aggregation pipeline + automatic summaries by self-hosted LLM (data stays in-house).
Outcome
Daily monitoring automated, 15h/week freed per partner.

Frequently asked questions

Main open-source LLMs: DeepSeek-R1, Llama 3, Mistral, Qwen. Choice depends on use case (size, reasoning, multilingual) and hardware constraints.

No, that's precisely the point of self-hosted. The LLM runs on your infra (or our sovereign France/Africa cloud), no data leaves.

Not always. Often a RAG approach (LLM + vector knowledge base) is enough and costs much less. We assess that during scoping.

Let's talk about your project

A 30-minute call to understand your stakes and propose the right approach.

AI Consulting - LLM, automation, agents | DTRHOSTING | DTR Hosting