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Protecting Companies from Data Issues in AI Models
The product performs automated tests on AI models and data sets to identify issues that could affect performance or security./nThe product identified issues with data drift and cleanliness that distorted the results of the AI model./nThe stress test provided by the product alerted the company that the inputs were bad and shouldn't be trusted./nThe product also quantifies how these issues affect the model's performance./nIn this case, errors in the data significantly impacted the model.