Arize AI provides observability, evaluation, and guardrails for artificial intelligence and machine learning systems. The company's platform enables AI teams to monitor, debug, and improve models in production environments, with particular focus on large language models (LLMs), AI agents, and multimodal systems.

The platform addresses challenges related to AI model reliability by providing visibility into model reasoning, data drift, and hallucinations. Teams can use Arize to troubleshoot AI models, track performance degradation, and ensure systems operate reliably at scale. The company offers tools for continuous model improvement and evaluation across various AI applications including chatbots, AI agents, and multimodal experiences.

Arize AI serves AI development teams, machine learning engineers, and organizations deploying AI systems in production. The company maintains a strong connection to open-source innovation and provides solutions for both traditional machine learning models and modern generative AI applications. Their technology helps teams decode what they describe as the "AI black box" by offering transparency into model behavior and performance metrics.

The company was founded by engineers who experienced firsthand the difficulties of troubleshooting AI models in production environments. Arize AI is backed by investors including Battery Ventures, Foundation Capital, TCV, and Microsoft Ventures, among others. The company operates offices in Berkeley and New York City.