What happens when you drop AI coding assistants into the daily workflow of 8 dev teams across 3 continents? I led that experiment for a global logistics giant — and the results were eye-opening.

This isn’t just a story about tools. It’s about trust, culture, adoption, and scale. From defining meaningful KPIs to gathering unfiltered developer feedback, we built a real-world playbook — including how we got HR, CISOs, and CTOs to say yes to the unknown.

In this talk, I’ll share surprising lessons, hard-won tips, and practical traps to avoid if you’re thinking of bringing AI into your engineering teams. No hype — just concrete insights from the field.