Most enterprises don’t have greenfield environments—and waiting for full modernization delays real value. This panel explores how leaders separate durable agentic capabilities from hype by focusing on architecture, maturity, and scalability, and how organizations deploy AI effectively within legacy systems under real-world constraints.