Arize AI is an AI observability and evaluation company that provides a platform for monitoring, troubleshooting, and fine-tuning machine learning models. Their 'Pyramid' refers specifically to a layered framework for evaluating Large Language Model (LLM) applications, prioritizing platform, model, and task-specific metrics.