We design and ship products with built-in AI. Not demos. Products that run.
AI agents, intelligent interfaces, automations, LLM integrations. What used to take 3 weeks at a traditional agency, we deliver in 5 days.
AI is everywhere. Products that actually use it are not.
Everyone talks about AI. Few teams know how to concretely integrate it into a digital product that works, deploys and creates value.
AI products. Intelligent interfaces. Automations.
We use AI as an execution lever and as a product feature. Both at the same time.
MVPs with built-in AI
Functional products with LLM processing, document analysis, content generation or recommendations. Deployed in production, not in a sandbox.
Agents and automations
AI agents that execute complex business tasks. Data extraction, automatic classification, summaries, intelligent workflows.
Intelligent interfaces
Semantic search, integrated chat, contextual suggestions, dynamic personalization. Interfaces that adapt to user behavior.
LLM integrations
OpenAI, Anthropic Claude, Mistral, Gemini. We choose the model suited to your use case, handle prompt engineering, cost management and reliability.
AI-augmented business tools
CRMs, dashboards, management tools enhanced by AI. Predictive analysis, intelligent alerts, automatic summaries.
From idea to AI product. In weeks, not months.
We work in short cycles. Every week, you see something that works. AI accelerates every phase.
AI scoping
We identify high-impact AI use cases in your product. We choose the models, define cost, latency and reliability constraints.
Design sprint
In 3 to 5 days, we prototype the interface and AI flows. You test a functional version before investing in full development.
Build
Front-end, back-end development and AI API integration. We iterate on prompts, optimize performance and handle edge cases.
Deployment
Production deployment, LLM call monitoring, cost management. The product is live and you have full control.
A functional AI product. Not a presentation.
- AI scoping document (use cases, models, architecture)
- Interactive prototype (Figma + real AI integration)
- Complete source code (front-end, back-end, LLM integrations)
- Engineered, tested and documented prompts
- Deployed infrastructure (Vercel, Railway, AWS depending on project)
- Usage and maintenance documentation
- Training for your team on the delivered tools
You own everything. Code, prompts, infrastructure, data. Nothing is held back.
What we've shipped with AI.
Marketing OS
Complete AI marketing platform for Greenmood. Editorial calendar, knowledge-base-grounded AI composer, automated publishing across 8 markets and 6 platforms. 60+ posts/month, zero factual errors.
View project
BillyCheck
SaaS application for energy bill optimization. Upload a bill, AI analysis via GPT-4o Vision, automatic comparison of 15+ providers. From idea to product in production.
View projectA budget calibrated on the value created.
A functional AI prototype can be delivered in 5 to 10 days. A complete product with LLM integration in 4 to 8 weeks. Costs depend on the complexity of AI flows, number of integrations and expected API call volume.
As a reference: AI prototype from 3,000 EUR, MVP with integrated AI from 8,000 EUR. Free and detailed estimate after a first conversation.
We also calculate the monthly AI API cost so you have a complete view of your operating budget.
We primarily work with OpenAI (GPT-4o, o1), Anthropic (Claude), Mistral and embeddings for semantic search. We choose the model based on your use case, required latency and monthly API budget.
It depends on the call volume and model used. We estimate the realistic monthly cost with you during scoping. For a product with 500 active users, we're typically talking 50 to 300 EUR/month in API costs depending on usage.
A functional AI prototype (not a mockup, a product that actually calls the APIs) can be delivered in 3 to 5 days. That's our usual starting point before deciding whether to invest in the full product.
We configure integrations to not send sensitive data to third-party APIs without explicit consent. We can also deploy models locally if confidentiality is critical.
Yes. It's often faster than starting from scratch. We audit your product, identify the highest-impact AI entry points and implement them without breaking what already works.
Go deeper.
Your product can be smarter.
Describe your project in a few lines. We'll propose a concrete AI scoping within 24h.