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Large enterprises are increasingly aware of the reputational, legal and financial risks posed by employing machine learning. That’s where Arthur.ai, a machine learning model monitoring company, comes in. It provides a layer of performance monitoring, explainability and algorithmic bias detection, to help clients continuously detect, diagnose, and fix issues that arise. The New York City-based startup was included in CBInsight’s just released “100 Private AI companies Redefining Industry” list. It is the second year in a row that the three-year-old company has made the list. Its customers include health insurance provider Humana, the U.S. Air Force and fintech Truebill.