In this lecture, Michael zur Muehlen introduces a practical framework for understanding three AI deployment postures: AI-in-the-loop, where AI makes operational decisions like fraud scoring or loan underwriting; AI-on-the-loop, where AI monitors process telemetry and detects drift across thousands of cases; and human-out-of-the-loop, where autonomous agents act independently — raising hard questions about accountability and the point at which augmentation quietly becomes automation. Drawing on cases from manufacturing, healthcare, financial services, and the evolving world of AI agents, the lecture examines the guardrails, escalation paths, and oversight architectures that managers need to build around these systems.
About Business+AI Faculty Lecture Series
The Business+AI Faculty Lecture Series is a special opportunity to explore how artificial intelligence is reshaping the future of business across industries and disciplines. Featuring Stevens School of Business faculty, the series highlights emerging ideas, practical applications, and timely conversations at the intersection of business, technology, ethics, finance, entrepreneurship, and data.