Making Well-architected actually usable
Simplified the AWS Well-Architected Tool into a faster, more intuitive, and decision-friendly experience.

"AWS Well-Architected Framework is basically a health checkup for your cloud infrastructure — it scores your setup against 6 pillars like security, cost, and reliability, then tells you what to fix."
Make the AWS Well-Architected review process faster, simpler, and more usable.
The existing tool was technically robust, but the experience didn’t match the complexity it was trying to manage. It required users to navigate dense questions, unclear flows, and heavy documentation — all while trying to make critical architectural decisions.
AWS's tool already existed, but the goal wasn't to audit its interface — it was to understand real business needs from people who'd actually use it. With potential clients directly accessible, interviews gave us primary insight into their workflows, friction points, and unmet expectations — context usability testing on the existing tool alone wouldn't surface.
Used AI to speed up pattern analysis and competitor research. Helped move faster — not think less.





