Arize AI has been recognized by Gartner as a Cool Vendor in its Enterprise AI Operationalization and Engineering report. The platform helps address three key challenges inhibiting AI operationalization, including automatic detection of problems such as data quality or drift issues, faster root cause analysis and problem resolution of ML models, and continuous improvement of model performance, interpretability, and readiness. Arize is a machine learning observability platform that assists ML practitioners in taking models from research to production with ease. The recognition underscores the importance of ML observability as a critical category in ML infrastructure and positions Arize as a leading pioneer in this emerging space.