01Training
We train your teams on agentic AI.
Hands-on workshops at your office, on real cases: build an agent, evaluate it, monitor it.
- Decision-makers · half a day
- Building agents · one day
- Evaluating and observing · one day
GenAI experts at your side, from diagnostic to production.
Adopt the AI practices of the best companies. We meet you where you are: auditing what you have, taking one use case end to end into production, or training your teams.
Mélops is a consultancy specialised in generative AI.
We support companies with training, audits of what exists, and the production delivery of concrete AI solutions.
The stack we take to production
OpenAI
Anthropic
Mistral AI
Hugging Face
LangGraph
Langfuse
Python
FastAPI
PostgreSQL
Docker
Kubernetes
Google Cloud
AWS
MicrosoftOur services
Training. Diagnostic. Production delivery.
Three independent engagements. Start with the one you need.
02Diagnostic
We audit your AI systems.
We review what you have built, benchmark it against the practices of large-scale organisations, and tell you what to improve.
- Your existing systems, analysed in depth
- A benchmark against industry best practices
- Concrete recommendations, prioritised
03Production delivery
We take your agent to production.
We build it in your tools, with tests and cost tracking, then train your teams to maintain it.
- Code delivered in your repository
- Automatic tests on every update
- Your teams trained to maintain it
Use cases
What we have already taken to production.
RAG assistant, support chatbot: systems we have built and shipped, told from the inside, from the architecture to the traps.
The team
Meet the co-founders.
The people who scope the work are the people who build it. What the meeting promises, the implementation keeps.
Naji Najari, Ph.D.
Co-founder
Naji brings more than eight years of AI experience to the systems Mélops delivers. A PhD in machine learning with four international publications (ECML-PKDD, IEEE) and two patents, he did his research at Orange before leading a data team at Forvia, the world's fourth-largest automotive supplier. Today at Brevo he builds multi-agent assistants in production: RAG, LangGraph and Google ADK orchestration, evaluation, observability. His dual background, research and production, guarantees rigorous systems that hold up at scale.
Adham Azenbar
Co-founder
Adham brings five years of experience in data and generative AI, from Société Générale and M6 to Brevo's AI Lab, where he designs knowledge-management agents, MCP servers and evaluation frameworks for agentic systems. He built RagMaker end to end, an agentic SaaS platform for querying documents, and shipped generative AI applications for insurance and telecoms. That product culture, from backend to deployment, guarantees that what Mélops designs gets shipped and stays maintained.
Contact
Let's talk about your AI project.
Thirty minutes with a co-founder to see whether we can help. No commitment, reply within one business day.