How Generative AI Can Transform Cloud Support Operations: A Practical Framework

Abstract Cloud support is no longer a staffing problem — it’s a cognition and scalability problem. As cloud platforms grow in complexity, support engineers are spending more time searching, routing, and rewriting than actually solving issues. This article introduces a three-layer framework showing how generative AI can improve resolution speed, reduce escalations, and enhance communication quality in modern cloud support teams, using a vendor-neutral, implementation-focused approach.