In July 2024, Robin was promoted to CTO of Artefact France for his deep technology expertise and management skills. He now leads a large team of data scientists, software engineers and frontend developers, ensuring that his team is at the forefront of technology, with training and curiosity at the heart of his approach.

AI is rapidly evolving toward a future where users no longer think about models, modes, or tools. Instead, systems are becoming dynamically adaptive—automatically adjusting reasoning depth, selecting the right tools, and managing resources in real time based on task complexity.

As AI agents increasingly take over tasks like email drafting or resolving customer service issues, we face a pivotal challenge: how do these agents communicate effectively, not just with humans but with the software ecosystems they rely on?

Generative AI is profoundly reshaping the way we work, introducing tools that automate a wide range of tasks—from coding and data analysis to content creation. These tools don’t replace human expertise; they redefine it. Experienced professionals—whether engineers, analysts, or creatives—are becoming indispensable, not for execution, but for supervising, refining, and integrating the outputs produced by these technologies.