AWS has launched the Well-Architected Generative AI Lens, offering best practices for building and managing generative AI workloads. Targeted at business leaders, data scientists, architects, and engineers, the lens provides cloud-agnostic guidance across the full generative AI lifecycle.

It emphasizes responsible AI principles, highlighting the importance of robustness and accuracy especially under unexpected or adversarial inputs beyond traditional ML standards. The framework supports an iterative development cycle, covering impact scoping, model selection and customization, application integration, deployment, and continuous improvement.

It also links to supporting resources, helping organizations deliver secure, reliable, and cost-effective generative AI solutions in a structured, repeatable manner.