Ep. 139: AI Won’t Fix What’s Already Broken: Rethinking the Operating Model for Scale
Most enterprises are applying AI to ways of working that were never designed for it. In this episode of #shifthappens, Giovanni Piccirilli, Founder of Pepper Technology and former CTO of RTL Nederland, explains why AI cannot compensate for a broken operating model — and what leaders need to fix before AI can scale. Giovanni walks through what holds organizations back as AI moves from experimentation into day-to-day operations. He breaks down why treating AI as an automation layer increases complexity, how more autonomous systems change the decisions leaders need to make, and what it takes to move from isolated pilots to repeatable results. The conversation focuses on the work behind scaling AI: aligning strategy, rethinking how processes are designed, and building an operating model that supports how AI actually works.







