Libby Roop is a Principal with Deloitte focused on AI, ML, and technology. She specializes in product quality and safety, and warranty management, and is a frequent author and speaker on these topics. With 20 years of experience in consulting for large global automotive clients, Libby helps clients to transform end-to-end business processes using analytic insights, and technology.