“Cloud migration with Infrastructure as Code (IaC) presents complex challenges beyond simple workload transfers, requiring teams to manage architecture validation, policy enforcement, and deployment coordination. This matters for AI teams deploying models and applications at scale, where reproducibility and consistent environments are critical for reliable AI system deployment across cloud platforms.”