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Discover how to architect AI solutions for mission-critical systems through this AWS re:Invent 2025 conference talk featuring the UK Met Office's transformative journey. Explore a comprehensive dual-model approach utilizing Large Language Models (LLMs) and Vision Language Models (VLMs) that achieved 62% and 52% accuracy respectively in real-world applications. Examine proven architectural patterns for complex data processing leveraging Amazon Bedrock, Amazon SageMaker, and AWS CDK, while gaining valuable insights into fine-tuning Amazon Nova models specifically for precise maritime forecasting applications. Learn how cloud-native, serverless architectures can effectively modernize traditional legacy systems while maintaining the reliability and performance standards required for mission-critical operations. Understand the practical implementation strategies, technical challenges, and solutions that organizations can apply when transforming their own mission-critical operations using generative AI technologies.
