Agentic AI
RAG vs Agentic AI: Why agents are more than RAG and workflow
By Danny Stout
9 min readDomino Data Science Blog
Danny Stout
Danny Stout is a seasoned data science and analytics leader with over two decades of experience driving enterprise AI and machine learning initiatives. He held senior analytics and AI leadership roles across global organizations including Ernst & Young, Takeda, TIBCO, Quest, and Dell, spanning forecasting, pricing, analytics strategy, and data science consulting. His work emphasizes effectiveness over scale, focusing on governance, team alignment, and measurable outcomes as the determinants of successful AI adoption. Based in Charlton, MA, Danny holds a Ph.D. and combines technical leadership with practical insights that help organizations scale data science responsibly and effectively.