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Recent U.S. Department of Justice (DOJ) guidance stresses the importance of leveraging data, metrics and other objective evidence to demonstrate a compliance programme is working effectively. What are the most innovative solutions that multinationals can leverage now to track potential corruption? What are best practices to mitigate AI-related risks as part of an assessment of a company’s broader compliance program?