The Challenge
The product needed a clear view of the reliability and operational gaps that could become expensive as usage increased.
Preparing an AI-Built Product for 1,000+ Active Users
Technical and operational launch risks were prioritized before growth.
The Approach & Solution
The review focused on critical user flows, infrastructure dependencies, failure paths, and the work needed to support a higher volume of active users.