AI adoption is accelerating, and leaders are focused on production-ready outcomes and ROI. Success requires visibility into AI performance and behavior, control over actions and permissions, and confidence that costs stay manageable as usage grows. This session explores how modern observability delivers the visibility and control needed across LLMs and autonomous systems, helping you scale AI with confidence.