Artificial intelligence, automation and agents
uxcode integrates AI into your products, without overselling the technology.
AI is not a magic wand. It's a powerful tool — sometimes useful, sometimes superfluous. uxcode helps you tell the difference.
With over 20 years of experience in digital technology, uxcode knows that technology is only valuable if it creates real value for the humans who use it. AI is no exception.
Is AI really useful for you?
Before investing, ask yourself these questions:
- Do you have repetitive tasks that unnecessarily tie up human resources?
- Do you process large volumes of text, data or documents?
- Do your users frequently ask your teams the same questions?
- Would you like to offer a personalised experience at scale?
- Do you have valuable internal data that your teams struggle to exploit effectively?
If you answered yes to any of these questions, AI can likely bring you real value. uxcode evaluates with you what is relevant, feasible and cost-effective.
How can I know if AI is really suited to my case?
uxcode always starts with an honest analysis. If AI doesn't bring real value compared to classic automation or better design, you will be the first to know.
It all starts with a 2-hour discussion (complimentary):
- You meet Arnaud Lemercier, technical expert, designer and developer.
- You describe your processes, tools and frustrations.
- Arnaud tells you frankly what makes sense — and what doesn't.
- If a mission is relevant, we define together the scope and budget.
This first meeting can be by phone, video call, or in person at Mont-Saint-Aignan near Rouen.
What uxcode can implement
uxcode designs and develops concrete AI integrations.
- AI API Integration — Connecting language models (OpenAI, Anthropic, Mistral...) into your existing applications.
- RAG (Retrieval-Augmented Generation) — Your documents, your data, queried in natural language (White paper on RAG by the French Ministry of Economy | 2.9 MB).
- Agents and automation — Intelligent workflows that execute complex tasks without human intervention.
- Assisted generation — Help with writing, summarising, classifying in your internal tools.
- Business chatbots — A conversational assistant trained on your data, integrated into your interface.
Do you need data to get started?
How much does an AI integration cost?
- The first meeting is complimentary, Arnaud delivers his analysis and recommendations verbally.
- A working prototype on your real case: from €500 to €3,000 (excl. tax).
- A full integration into an existing application: from €3,000 to €15,000 (excl. tax) depending on complexity.
- A complete AI project (design, development, deployment, maintenance) can exceed tens of thousands of euros.
Responsibility and ethics
uxcode only implements solutions it is able to understand, explain and maintain. No black boxes. No impossible promises.
- Transparency: You know how the solution works, what it does and why.
- Confidentiality: Your data is not used to train third-party models without your explicit consent.
- Maintainability: Models evolve. The integrations uxcode delivers are documented and built to last.
- Honest assessment: If AI is not the right answer, uxcode will tell you.