Athina AI (formerly Magik Labs) is a company that develops tools for monitoring large language models (LLMs) in production environments. It allows the developers to write tests to detect errors in their output, enforce output structures, restrict sensitive data leaks, and check for similarities against desired outputs. The services include evaluating output quality, monitoring usage data, debugging LLM outputs, gaining conversational insights, and comparing performance across different models.