Services
From raw data to a system in production
We cover the whole chain: understanding the need, design, development, go-live and day-to-day operation.
Generative AI and RAG pipelines
Assistants that answer from your documents and cite their sources.
We build retrieval-augmented generation (RAG) pipelines over your content: legislation, contracts, procedures, technical documentation. Every answer is grounded in identified passages, and quality is measured against your own questions before go-live.
What we deliver
- Document ingestion and chunking (PDF, Word, internal databases)
- Vector search (pgvector) and reranking
- Multiple LLM providers with automatic fallback
- Quality evaluation on real business questions
Multi-agent systems
Specialised agents that split a complex task and report on every step.
When one model is not enough, we orchestrate several agents (research, analysis, drafting, review) with well-defined tools, guardrails and a full record of what was done.
What we deliver
- Design of each agent’s role and tools
- Human approval at sensitive steps
- Logging and traceability of decisions
- Control of cost and run time
Chatbots and AI assistants
Assistants built into your website or tools, in French, Arabic and English.
We build conversational assistants connected to your data and applications: customer answers, internal support, drafting help. They ship as a web widget, inside your intranet or within your existing tools.
What we deliver
- Multilingual, Arabic included (right-to-left script)
- Embeddable web widget
- Connection to your applications and databases
- Hand-off to a person when needed
Business-process automation
From data entry to archiving, repetitive work runs on its own.
We map your processes end to end, then automate what can be automated: document generation, data collection and checks, notifications, monitoring of external sources, scheduled jobs.
What we deliver
- Automatic document generation (.docx, .pdf)
- Task queues and scheduling (Celery, Redis)
- Automated monitoring of portals and public sources
- Dashboards and alerts
3D implementation
Interactive 3D scenes, right in the browser.
We bring 3D into your web applications: product presentation, configurators, and visualisation of equipment and industrial sites linked to your data.
What we deliver
- Real-time 3D in the browser (WebGL, Three.js)
- Product configurators
- Import of 3D models and business data
- Tuned for mobile devices
Web applications and websites, end to end
From design to operations, on a modern, proven stack.
We deliver complete web applications: scoping, design, development, testing, deployment and maintenance. We pick current, maintained technology and hand over infrastructure your team can take over.
What we deliver
- Python, Django, FastAPI, React, Astro, PostgreSQL
- Docker containers, automatic HTTPS, continuous integration
- Continuous deployment and monitoring
- Documentation and knowledge transfer
Have a data or AI project?
Tell us what you need in a few lines, and we will get back to you to discuss it.