Dr. Miller’s research focuses on the impacts of AI on workers, effective governance tactics, and the moderating role of procurement contract clauses. After a 20–year career deeply rooted in data analytics, digital transformation, and change management, Dr. Miller’s research and advisory work continues to focus on the connection between technology implications of data–informed decision making, business goals, organizational design, and proportionate risk management. A full account of her research is maintained at www.carimiller.com.