The discussion will focus on where scaling breaks down in practice across process design, ownership, governance, and integration into day-to-day operations. While many organizations have launched AI initiatives, far fewer have embedded them into core workflows at enterprise scale. The session will explore the operational, data, and organizational barriers slowing progress, what leaders underestimated, and what has made the difference in moving beyond isolated use cases into measurable execution impact.