Organizations across industries are rapidly embracing large language models (LLMs) and generative AI to enhance their offerings. From powering intelligent assistants and AIOps to enabling natural language query interfaces, LLMs have proven invaluable for a variety of use cases. However, deploying and managing these models at an enterprise scale introduces a host of challenges.