Business applications augmented by AI.
We design the technical foundations, integrations and interfaces that allow your AI agents to run reliably, securely and at scale.
Apps delivered
Compromises on code quality
Code review & tests
A human team behind your artificial agents.

The development practice team
Our engineers design, integrate and secure your AI agents to turn them into genuine business tools, reliable and ready for production.
Connect
Agents linked to your existing tools: CRM, ERP, document management, databases, internal workflows and business platforms.
Secure
Solutions that are tested, maintainable, monitored and compliant with application security requirements.
Design
Applications and AI agents tailored to your real uses, your information system, your data and your business workflows.
Two areas of expertise. A shared ambition.
Engineering & Integration
Solid applications, connected to your information system
We design custom web applications and integrate the key components of your information system: Drupal, WordPress, Moodle, Keycloak, business APIs, SSO, CRM, document management and internal tools.
Sovereign AI & Agents
AI agents connected to your data
We integrate sovereign AI solutions (LLM, RAG, document search and business agents) into your existing tools, keeping full control of your data and security requirements.
Development augmented by AI.
AI accelerates and secures our development, but it's our engineers who retain mastery of the architecture, quality and security.
Architecture under control
Our engineers design the technical foundations before accelerating development: architecture, application splitting, APIs, security and scalability.
Accelerated development
We use AI methodically, to produce faster, document better and streamline cycles, while maintaining systematic human review throughout.
Secured quality
Tests, code reviews, security checks and OWASP best practices are built in from day one to deliver reliable applications.
Our services.
Agentic AI Deployment
Design of specialised multi-agent architectures
AI orchestration and workflows with n8n and Spring AI
Integration of diverse AI models (Claude, Llama, Mistral)
Full-stack deployment and production industrialisation
Machine Learning Development
Feasibility study and selection of the right model
Training of predictive models (LightGBM, Azure ML)
React dashboard for forecast visualisation
Continuous learning and hosting on Azure or Google Cloud
Speech-to-Text & Voice of Customer
Specialised AI agents: diarisation, transcription, anonymisation
Real-time sentiment analysis and quality scoring
Sovereign architecture on Kubernetes, strict GDPR compliance
Self-hosted models with no external dependencies
Big Data & Data Visualisation
Data pipelines on Google Cloud (BigQuery, Data Flow)
Custom dashboards and advanced data visualisation
Bulk processing: deduplication, correlation, enrichment
Rights management and user-profile-based isolation
Open Data Publishing
Open Data portals with advanced search (Elasticsearch)
Custom ETL for data cleansing and indexation
Open APIs for third-party data reuse
Responsive design and built-in RGAA accessibility
AI Redaction & GDPR
Automatic PDF classification and routing to the appropriate pipeline
French contextual PII detection (Presidio, spaCy, business rules)
CNN visual detection: signatures, stamps, sensitive pages
Scalable containerised architecture, comprehensive GDPR audit logging
Our successes.
Concrete AI at the service of our partners.
Sylvain Gourio
Director of the Development Practice
❝AI accelerates. The engineer decides. Accessibility, sustainability, security, code quality: excellence is the developer's mark of honour.
Experience
Passion
Ready to scale up your projects?
Our experts are ready to audit your strategy and identify your first AI acceleration levers.





