How Production and Testing Shape AI Outcomes

Production and testing environments play a critical role in reliable AI delivery. In this session, we explore why environment separation matters, how different teams use each environment, and what activities belong where. We’ll show how testing environments support faster experimentation while protecting production systems from disruption.

You’ll also learn how structured environments reduce downtime, prevent failed deployments, and ensure models stay live while innovation continues.

We invite anyone who would like to take part as a Contributor to please register through our Luma link and join our Luma channel. This allows us to welcome you into events with full participation access
https://luma.com/ifknltxu