We're Railway, an infrastructure company that provides instant application deployments to developers. As we scaled from nearly 10,000 users to 250K users, our support team had to automate itself to maximize limited bandwidth. We initially consolidated our support channels on the backend and introduced a bot named Percy to manage tasks, point users to existing threads with solutions, create and resolve incidents, and let users self-serve Priority Boarding. As we grew, we added features like direct chat support for teams, a Community Champions Program, and a third-party vendor to index our Discord forums and surface NLP-backed search results to users. We also implemented a support SaaS service called Plain to manage customer relationships and provide a centralized location for support tickets. With these automations, we were able to out-ship companies that require infinite meetings with GPMs and AEs just to talk to customers, reducing the drag on other employees and freeing us up to solve the next business problem. Our goal is now to support two million users with our 2-person team for a 1M-to-1 ratio.