Why Hybrid AI Deployments Outperform Pure Cloud and On-Premises Setups The measurable shortcomings of single-environment AI infrastructure Pure cloud AI deployments often incur unpredictable egress fees and variable latency that directly erode ROI. A 2023 internal benchmark at Microsoft showed that routing all inference traffic through Azure regions alone produced average round-trip times of...