The Generative AI Lens: AWS Well-Architected for GenAI

How to run a Well-Architected review on a generative AI workload: the six pillars through AWS’s GenAI lens, the GENOPS-to-GENSUS best-practice grammar, and how the review’s findings map onto ISO/IEC 42001, NIST AI RMF, and your guardrail stack.

Content current as of 2026-09.

Lessons

  1. Well-Architected in ten minutes
  2. Anatomy of the GenAI Lens
  3. Pillar tour I: GENOPS and GENSEC
  4. Pillar tour II: reliability, performance, cost, sustainability
  5. Running the review — and mapping it to everything else