AI Cost Optimization: A Practitioner Framework

This article discusses AI system cost optimization, distinguishing production systems from prototypes and highlighting how teams often overlook escalating expenses. It presents a practical framework used by practitioners to identify and reduce architectural waste, maintaining quality and introducing concepts like the Script-vs-LLM Substitution Rule and Dispatcher-First Cost Architecture.