Guenifey Platform Foundation

The context

Guenifey needed far more than an Azure environment: a true product-grade foundation, able to easily host new modules — on the infrastructure side as much as the code side — as needs, both application and AI, kept multiplying. The challenge: making sure this foundation could support a large volume of modules without ever becoming a bottleneck.

My mission

As Tech Lead AI, I designed the foundation’s modular architecture: security by design, “plug and play” integration of Azure AI Foundry, and a microservice breakdown — one backend and one frontend container app per module, generated from ready-to-use templates and registered directly into the foundation. The goal: independent, agnostic, portable modules with minimal coupling to the foundation, whether application or AI. I led the architectural setup, the infrastructure as code and the uniformisation of practices, before handing over to development teams.

What to remember

A foundation designed as a product in its own right: every module, application or AI, becomes an independent, portable building block — modularity and agnosticism as the standard, not an option.