Optimize GenAI costs on AWS startups by measuring spend with AWS tools, understanding unit economics, choosing efficient models, leveraging pricing options, enhancing GPU use, prompt engineering, and continuous cost monitoring.

This playbook guides startups on AWS to balance AI innovation with financial discipline, covering cost forecasting, controlled experimentation, build vs buy choices, LLM cost optimization, infrastructure selection, FinOps strategies, and a 90-day scaling plan.