Arize AI

Arize AI provides a platform focused on AI observability and evaluating language models. The platform allows companies to monitor, troubleshoot, and assess the performance of various machine learning models, including those used for natural language processing, computer vision, and recommendations. Users can access tools for analyzing issues in their AI systems, such as tracking LLM traces and spans, and conducting retrieval-augmented generation (RAG) analysis. Arize AI differentiates itself by offering task-based evaluations that help identify problems like hallucinations and relevance in AI outputs. The goal of Arize AI is to assist AI companies in continuously enhancing the effectiveness of their models by providing insights and analytics that lead to performance improvements.