Observability leader Dynatrace announced its intent to acquire Arize, a venture-backed company specializing in AI observability and large language model evaluation, for $915 million.

Arize provides a platform for evaluating and monitoring the behavior of large language models, AI agents, and machine learning systems in production, addressing issues such as hallucination detection, output quality measurement, and behavioral drift that fall outside the scope of conventional application performance monitoring.