Put AI to work. Keep your business in control.
Sorbier designs useful, private AI around your real operations — from the model to the interface and the infrastructure beneath it.
Open-weight models · Purpose-built interfaces · Controlled deployment
The challenge / 01
Generic AI is easy to try. Harder to trust with real work.
Your useful knowledge lives in documents, processes and people — often alongside confidential data. We turn that complexity into a focused system your team can actually use, without defaulting to an opaque platform.
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Useful
Designed around a concrete workflow and a measurable outcome.
- 02
Private
Your information stays within an architecture you understand.
- 03
Adoptable
An interface that fits the work — not another generic chatbot.
What we build / 02
One system. Three layers of control.
We connect the technical stack end to end, so performance, usability and privacy reinforce each other.
- 0103
The intelligence
Select, integrate and adapt open-weight models for the task — without chasing novelty for its own sake.
Model selection · RAG · Fine-tuning - 0203
The workspace
Create a focused environment around your process, vocabulary and team instead of forcing work into a generic chat.
UX design · Internal tools · Integrations - 0303
The infrastructure
Deploy on your own infrastructure or controlled hosting with a clear view of where data goes and why.
Private cloud · On-premise · Monitoring
How we work / 03
Start with the work. Prove value before scaling.
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Frame
Identify one valuable workflow, its constraints and what a useful result looks like.
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Prototype
Build a focused proof of concept with real material and the right safeguards.
- 03
Deploy
Turn the validated prototype into a dependable tool your team can own and improve.
Your control / 04
No mystery layer between your business and its intelligence.
We keep the architecture legible and the chain of responsibility clear. Where it matters, we are also working toward verifiable guarantees that client data is never reused.
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Architecture documented from model to interface
- 02
Deployment chosen around your security constraints
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Open-weight foundations where they create real leverage
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No blind dependence on a chain of automation tools
Contact / 05
Tell us what you’re exploring.
Use case, constraints, timeline — a short note is enough to start.
maxime.haurel@sorbier.tech