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" ... While recent breakthroughs in data management, machine learning and AI offer the potential to help address these hurdles faster and more efficiently, there is still much to do before these solutions can be fully operationalized. Automating decisions helps optimize processes and contribute to the bottom line. But applying machine learning and AI carries with it fundamental considerations for decision-making such as compliance, bias and explainability, none of which issimple to implement. ... "