Initially, the platform’s QA process relied heavily on manual testing, pulling resources from customer support to handle end-to-end validation. This approach caused significant bottlenecks, extending testing cycles from days to weeks and delaying critical feature deployments. Developers often had to wait weeks, even months, before new features were fully tested and ready for market, significantly slowing innovation and impacting morale.