With over 20 years of experience in Digital Transformation, Marketing, CRM, and Product Supply, Frank Giroux is currently the Manager of Digital Transformation in Supply Chain Management at Bayer Pharma. He holds a degree in Industrial Engineering from Berlin and Toulouse universities. Frank's international career spans across the USA, Vietnam, China, and various European countries, enriching his understanding of global business dynamics. He specializes in chatbot and LLM applications and was awarded the SCM Management Award for a groundbreaking project in Cropscience, recognized as the Supply Chain Breakthrough of the Year in 2017. An accomplished speaker, Frank frequently shares insights on digital transformation, artificial intelligence, and innovation methodologies.