Microsoft's Azure OpenAI Service is a fully managed platform that provides access to models like GPT-4o, DALLE-3, and Embeddings series. Datadog has integrated its LLM Observability with Azure OpenAI Service for enhanced visibility, streamlined troubleshooting, and quality assurance in enterprise-scale applications. The integration allows users to monitor usage patterns, troubleshoot issues with end-to-end tracing, and evaluate the application for quality and safety issues. This helps maintain performant, safe, and secure applications using Azure OpenAI at scale.