FROM MODELS TO AGENTS: AI in Real production Systems

What actually happens when AI agents meet real production environments?
Join Criteo, Mistral, and Ewake for an evening conversation on how AI is being deployed in real-world systems today. We’ll explore the gap between demos and production, what breaks in practice, how teams think about reliability, and what it really takes to build AI systems engineers can trust. Expect concrete insights, honest lessons, and a candid discussion with builders working at the frontier.
Who this is for
Engineers, founders, and technical leaders who are:
Building or deploying AI systems in production
Exploring agent-based workflows and real operational use cases
Thinking about reliability, observability, and trust in AI systems at scale
Curious about the future of AI infrastructure and production engineering
What to expect
A founder- and engineer-led discussion on AI in real production systems
Practical lessons on agents, reliability, and operational challenges
Candid perspectives from teams building and deploying AI at scale
Evening drinks and conversations with the Paris AI and engineering community
Speakers
Speakers from Criteo, Mistral, and Ewake.