How agentic systems change engineering Part 1 | Data-driven Engineering & Shipbuilding

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 systems automate rule-based model validation (ISO, ASME, API and more) speed up catalog and library management support 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.