Atla AI serves as an evaluation and improvement layer for AI agents, enabling developers to automatically detect and resolve underlying issues in their systems. It provides insights that go beyond mere monitoring, helping teams understand why failures occur and how to fix them efficiently. This tool is designed for those building and operating AI agents, ensuring reliability and enhancing user experience.