Data science projects such as customer segmentation, digital customer journey optimization, levers analysis yield actionable insights. Machine learning such as online learning, recommendation engines verifiably improve KPIs. Embedding LLMs into your company’s workflow can yield $mil saved in efficiencies. Leveraging data assets through data science and deploying robust, responsible ML systems at scale are becoming key differentiators between business operation success and failure.