NVIDIA NIM is a set of cloud-native microservices that provide pre-built, optimized large language models (LLMs) for deployment across NVIDIA accelerated infrastructure in data centers and clouds. This eliminates the need to optimize models for different infrastructure, creating APIs for developers to build applications, and maintaining security and support for these models in production. New Relic AI Monitoring seamlessly integrates with NVIDIA NIM, providing full-stack observability for applications built on a wide range of LLMs, including Meta's Llama 3, Mistral Large, and Mixtral 8x22B. The integration helps organizations confidently deploy and monitor AI applications, accelerate time-to-market, and improve ROI.