1. Introduction: One-Click Deploy Platforms As AI adoption accelerates across industries, a new category of infrastructure platforms has emerged—“One-Click Deploy” AI platforms. These services allow developers to launch machine learning models as APIs with minimal configuration, handling the heavy lifting of: * Auto-scaling * Latency optimization * Cost efficiency * Deployment orchestration These