This demo showcases AI-powered SMO, accelerating deployment with pre-designed blueprints, enabling to managing RAN workloads. It highlights AI-driven resource prediction and allocation using Amazon AI services for training and inference, demonstrating how SMO streamlines orchestration, enhances efficiency, and future-proofs networks for AI-driven operations.