Most teams already use AI—but writing better emails isn’t AI innovation. In this talk, Zamina shows how to move beyond “tool-play” to real product and org impact: redesigning AI-native processes, evolving roles for a human-AI hybrid model, and adopting fast, moving trends like vibe coding. Expect practical frameworks, lessons learned from Klarna, and steps to turn scattered AI wins into competitive advantage.
AI & Data Strategist at shades&contrast. Held roles at OTTO and Bosch.
Zamina is an award-winning AI & Data Strategist and founder of shades&contrast. With 15+ years at the intersection of data, tech, and innovation, she helps companies implement AI that is not just powerful—but fair. She brings a sharp lens to bias and leads the way toward a responsible future of AI.
