This conference talk explores how AWS partners can help customers implement generative AI technologies despite the challenges of creating production-ready, scalable deployments. Learn about the AWS Well-Architected Generative AI Lens, a framework that helps evaluate architectures using large language models (LLMs) to achieve business goals. Discover best practices for model selection, prompt engineering, model customization, workload integration, and continuous improvement based on AWS's experience supporting thousands of customer implementations. The presentation focuses on practical architecture guidance rather than model training or advanced customization techniques, providing a clear path to production for organizations adopting generative AI solutions.