AI experimentation is no longer enough. Enterprise operators must move from sandbox pilots to scalable production systems. In this episode, Anna Farberov, GM of PepsiCo Labs, breaks down how digital twins delivered measurable throughput and CapEx impact, how to eliminate corporate bottlenecks, and why pilot purgatory destroys credibility. The core thesis: Innovation must be measurable, scalable, and operationally integrated — or it doesn’t count.