Expertise Intelligence Artificielle

Intégrez l'IA dans vos projets pour automatiser, optimiser et innover

Artificial intelligence is no longer science fiction. Language models (LLM), computer vision, and machine learning are now accessible and can be integrated into real-world applications. The question is no longer "if" but "how" to use AI for your business.

We distinguish useful AI from marketing gimmicks. Our pragmatic approach identifies use cases where AI brings real value: automation of repetitive tasks, large-scale personalization, complex data analysis, intelligent user assistance.

Our expertise covers the integration of AI APIs (OpenAI, Anthropic, Google AI), the development of RAG pipelines for contextualized chatbots, and the automation of workflows with intelligent agents. We master the technique to put it at the service of your business objectives.

Chatbots and Intelligent Assistants

Modern chatbots based on LLMs understand natural language and maintain contextual conversations. We develop assistants capable of answering questions about your products, guiding users in their processes, and qualifying leads. The user experience rivals a human interlocutor.

The RAG (Retrieval-Augmented Generation) technique allows your chatbot to respond accurately by drawing on your documentation, FAQs, and knowledge base. The model does not "hallucinate" because it cites your sources. We index your content in a vector database for responses that are always relevant and up-to-date.

Integration happens on your existing channels: widget on your site, API for your application, connector for your internal tools. The chatbot escalates to a human when necessary and learns from interactions to improve. Conversations are logged for analysis and continuous improvement.

Automation and AI Agents

AI agents autonomously execute complex workflows: document processing, information extraction, automatic classification, report generation. We design pipelines that combine multiple models and tools to accomplish tasks that used to take your teams hours.

Content automation generates product descriptions, summaries, translations, and variations at scale. Models are prompted with your brand tone and validated by business rules. Content production accelerates without sacrificing quality or consistency.

AI-powered data analysis detects patterns, anomalies, and trends in your data. Intelligent dashboards summarize key information and alert you to points of attention. Your decisions are informed by analyses that only AI can produce at this scale and speed.

AI Agents LangChain Framework Tool Use (Function Calling) Workflow Automation Content Generation Few-Shot Prompting Brand Voice Calibration Quality Guardrails Anomaly Detection Predictive Analytics Natural Language Queries Automated Reporting

Deployment and Maintenance

The application is containerized with Docker for reproducible deployment on any infrastructure. We use Coolify or Kubernetes depending on the scale of the project. The production environment faithfully replicates the development environment, eliminating surprises during deployment.

Monitoring watches the health of your application: response time, errors, resource usage. Alerts warn you of anomalies before your users are impacted. Centralized logs facilitate diagnosis in case of problems.

Maintenance includes security updates, bug fixes, and functional enhancements. We document the code and train your technical teams if you wish to internalize maintenance. A support contract guarantees our availability for critical incidents.

Docker Containerization Docker Compose Coolify Deployment Environment Parity Prometheus Metrics Grafana Dashboards Error Tracking (Sentry) Log Aggregation Security Patches Dependency Updates Technical Documentation SLA Support Contract

Choosing our expertise in artificial intelligence means benefiting from:

a pragmatic approach that identifies truly useful use cases,
technical mastery of the latest AI technologies (LLM, RAG, agents),
robust integration with cost and security management,
support to evolve your AI uses over time.

You get AI solutions that truly work and bring measurable value to your business.