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Learn how to implement cost-effective generative AI solutions on AWS through strategic FinOps practices in this conference presentation from AWS re:Invent 2025. Explore four distinct GenAI deployment modes and gain deep insights into key AWS services including Amazon Bedrock, SageMaker, and GPU-powered EC2 families, with detailed explanations of pricing models and cost optimization opportunities. Discover proven strategies for maximizing GPU utilization, accurately forecasting AI workload expenses, establishing effective chargeback models, and tracking critical unit cost metrics based on real-world customer experiences. Master the application of FinOps principles to ensure your AWS generative AI implementations remain both scalable and financially sustainable while avoiding common cost pitfalls that can derail AI initiatives.
