What if AI felt less like a tool and more like a colleague?This episode dives into the real, practical ways AI is reshaping engineering work today. We talk with Madalina Florean, Director of AI at Cadmatic, about the shift from manual, menu-heavy workflows toward AI-powered intent-driven design. We cover how AI agents can:surface the right information across scattered systemsautomate rule-based model validation (ISO, ASME, API and more)speed up catalog and library managementsupport engineers inside the tools they already use - even during Teams meetings The big idea: AI isn’t replacing engineers. It’s removing the boring stuff so creativity can finally breathe again.