[ Artificial intelligence ]
AI
that changes the game.
Custom models, fine-tuning, prompt engineering, GPT · Claude · Gemini integration. AI proven by content, not by show.
Startups · SMBs · Mid-caps · Large enterprises
Paris · Lyon · Marseille · Nice · Genève
[ Our AI stance ]
AI-augmented approach,
supervised by experts.
We use artificial intelligence as a lever for acceleration and optimisation within our technical processes, while keeping strong human oversight on every strategic phase of the project.
AI improves productivity. It does not replace:
- field experience
- architectural expertise
- understanding business stakes
- technical governance
- complex trade-offs
- cybersecurity
- operational accountability
Our teams act as a layer of validation, quality control, security hardening and steering, to ensure reliable, scalable deliverables that can operate in real-world environments.
[ Modular ]
30 to 50%less cost and time, with no compromise on quality.
An internal library of over 300 code modules, ultra-functional and 100% customisable. You pay for the assembly and personalisation, not for reinventing the wheel.
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[ In practice ]
AI used intelligently,
everywhere it matters.
On every project, AI steps in at precise points: accelerate production, increase quality, secure the outputs. Everything else (architecture, trade-offs, accountability) stays under human control.
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Production acceleration
AI takes on what is repetitive, to free up expertise for what is not.
- Generation of scaffolding, UI components, database schemas and boilerplate
- Automation of CI/CD pipelines, migrations, formatting, linting and recurring tasks
- Developer assistance on documentation, refactoring and pattern discovery
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Augmented quality
Every acceleration is paired with a control. Speed never excuses a lack of rigour.
- Systematic documentary review on pull requests, technical contracts and specifications
- Augmented QA: test case generation, edge case detection, mutation testing
- Controlled generation: no AI output is merged or deployed without human review
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Data security & confidentiality
Your data stays yours. Models adapt to your constraints, not the other way around.
- Models hosted in a controlled environment for sensitive or regulated data
- No client code or data feeds the training of third-party models
- GDPR compliance and internal policies built into every AI workflow
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Human in the loop
AI is a tool. Arbitration, accountability and strategy remain human.
- Architecture, security or business decisions never delegated to a model
- Mandatory expert validation before any deployment containing AI output
- AI augments our teams' capacity; it replaces neither their judgement nor their accountability
[ Our teams ]
Our expert teams are made up of more than 80% engineers and project managers graduating from the top French schools. We bring together a wide range of profiles, from promising young talents holding Masters and PhDs to seasoned specialists with several years of experience.
In a market where artificial intelligence is profoundly transforming digital roles and tends to automate certain junior positions, we are doing the opposite: we value those who, thanks to their native command of AI tools, explore new use cases, accelerate innovation and create value very early in their journey.
This diversity and complementarity create a strong synergy combining youth, AI, innovation, expertise and proven know-how.
& PhDsfrom promising young talents to seasoned multi-year specialists