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.

Guide outlines practical strategies for controlling AWS AI workload costs: optimize GPU use, choose Trainium vs GPU wisely, manage vector DB/storage, apply FinOps tools, leverage SageMaker savings, and use Spot instances.