"An alert blew up in production—I sent the exception details and ticket to Factory, and within minutes it identified a feature flag to stop the errors immediately, pinpointed the problematic pull request, and generated a fix. Just like that, we went from alert to PR in under 18 minutes."

"I just used Factory to quickly grasp ephemeral environment deployments in Clari’s frontend repo—something totally new to me. In 20 mins (instead of hours of Slack threads, Google, or meetings), Factory analyzed code, explained related processes, reviewed commit history to assess implementation maturity, and even suggested improvements."

"As a fintech company handling sensitive financial data, we were concerned about how to leverage AI while maintaining strict data privacy and security standards. Factory provided us with a secure, controlled way to unify our engineering context without compromising our compliance requirements. The difference between that and having sensitive information flowing into random LLMs is night and day."