From AI Pilots to Real Systems — Why Frameworks Matter
From AI Pilots to Real Systems — Why Frameworks Matter

From AI Pilots to Real Systems — Why Frameworks Matter

The Optimist – Conversations with the leaders and industries shaping Europe’s digital future


12.05.2026 • 26 Min.

AI is everywhere — but most of it never scales. In this episode of The Optimist, Dale Rickert speaks with Matthias Emler, Partner at Horváth, about why so many AI initiatives get stuck in pilots and what it really takes to turn them into scalable systems.