At re:Invent 2025, we introduce one new lens and two significant updates to the AWS Well-Architected Lenses specifically focused on AI workloads: the Responsible AI Lens, the Machine Learning (ML) Lens, and the Generative AI Lens. Together, these lenses provide comprehensive guidance for organizations at different stages of their AI journey, whether you’re just starting to experiment with machine learning or already deploying complex AI applications at scale.
The AWS Well-Architected Framework provides the best architectural practices for designing and operating reliable, secure, performance efficient, cost-optimized, and sustainable workloads in the cloud.
The Responsible AI Lens: Embedding trust in AI systems
The Responsible AI Lens offers a structured approach for developers to assess and track their AI workloads against established best practices, identify potential gaps in their AI implementation and receive actionable guidance to…
