This project focuses on a growth experiment aimed at identifying (and providing a solution for) critical errors earlier in our activation funnel. Our hypothesis was: by detecting and addressing blocking issues earlier in the funnel, we can increase the likelihood of users successfully completing a key workflow within our activation funnel.