Enterprise customers deploying AI infrastructure face significant operational challenges that extend beyond hardware acquisition, as buying GPUs is the easy part while operationalizing them is the real challenge. Cisco is addressing this by introducing Cisco Compatible Solutions for AI and Stack Automation by Quali to help organizations reduce operational complexity and move from infrastructure deployment to production applications in hours rather than weeks.