Healthcare organizations are struggling to move promising AI pilots into reliable, system-wide production. Fragmented data, infrastructure that was not designed for AI workloads, and rapidly evolving governance requirements can prevent even successful pilots from scaling. Leaders from HPE, HPE Networking, and NVIDIA examine the AI infrastructure that hosts it, the network that securely moves clinical data across care locations and the agentic frameworks that integrate it into clinical workflows. The discussion will explore the clinical, operational, and financial evidence required to justify continued investment, along with the decisions healthcare executives must make before launching the next pilot.