• Run 1000s of experiments to make our agent cheaper, faster, and more accurate • Test how our agent performs with early access to new models • Architect scalable and reliable solutions for commonly built features like internationalization, auth, permissions, admin controls, branding • Enable customers to have infinitely long chats while still maintaining high accuracy • Build and maintain our offline and online evals