Arize AI

Arize AI is a comprehensive platform designed for building, evaluating, and improving AI agents and applications, particularly focusing on Large Language Models (LLMs). It provides a unified environment for AI development, observability, and evaluation, enabling teams to iterate faster and ship reliable AI. The platform helps close the loop between AI development and production by using real production data to power better development and aligning production observability with trusted evaluations. Arize AI caters to AI product managers, engineers, and data scientists by offering tools for prompt optimization, LLM-as-a-Judge evaluations, human annotation, and real-time monitoring. It helps detect prompt and agent regressions early, pinpoint model failures, analyze critical data patterns, and address model drift. The platform is built on open standards like OpenTelemetry and offers an open-source evaluation library, ensuring transparency and interoperability with existing tech stacks. It also includes Alyx, an AI teammate for LLM application development, to assist with debugging and knowledge sharing.