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Modzy is a software platform for organizations and developers to responsibly deploy, monitor, and get value from AI - at scale. Explainable AI and interpretable AI have emerged as new ways of building trust in AI-enabled decisions. Model interpretability is the degree to which a human can understand the cause of a decision made by the model. Modzy uses explainable AI techniques such as LIME and others, so that our users can easily understand how models make decisions. To explain this approach, we build an interpretable model on top of a complex model.