Everyone wants to reap the benefits of AI at scale. But few AI programs make it past the pilot. What separates the companies that talk about AI from those that realize its true value across the enterprise? This session gets specific on the real-world friction points and how to overcome them: aligning incentives, quantifying ROI, and building the internal momentum to take enterprise AI from pilot to full-scale transformation.

Clean demos don’t prepare models for the mess of real-world inputs. This session breaks down how top builders tackle the noise, gaps, and multilingual chaos inside real customer data and what it takes to deploy models that hold up under pressure.