Building an AI Cloud Cost Intelligence Platform That Doesn't Let AI Make Infrastructure Decisions

The article discusses the pitfalls of letting AI systems directly make infrastructure decisions in cloud cost optimization. Initially, the author's AI-driven platform appeared effective by generating cost-saving recommendations. However, the AI began suggesting non-existent VM SKUs and other unsupported configurations, highlighting a critical flaw. This experience underscores the importance of human oversight in AI-driven systems to prevent costly and impractical recommendations, emphasizing the need for careful architecture to ensure AI recommendations align with actual technical capabilities.