In this episode of AI Conversations, Dr. Marilyn Carroll explores an often overlooked challenge inside large organizations: what happens when processes quietly stall.

Using a real-world example involving a Social Security application that remained unresolved for months after a failed contact attempt, Dr. Carroll examines how delays often occur not because people lack capability, but because complex institutional processes depend on manual follow-through.

The conversation introduces a different way of thinking about agentic systems. Rather than focusing only on autonomous decision-making, Dr. Carroll explains how AI agents can serve as process stewards, monitoring workflows, triggering escalation rules, and ensuring that critical steps in a process continue moving forward.

Key themes explored in the episode include:

Why many institutional failures are actually failures of process flow
How agentic systems can monitor workflows and detect bottlenecks
The shift from policy-based governance to architectural governance
Why the future of AI in organizations may be less about replacing people and more about ensuring continuity in complex systems

Dr. Carroll also reflects on a deeper governance question emerging in the age of AI:

If authority becomes embedded within the architecture of systems, who is responsible for defining the decision boundaries those systems operate within?

This episode offers a practical and thoughtful look at how agentic AI may reshape leadership, institutional design, and the way decisions move through organizations.

Topics:

Agentic AI • Governance Architecture • Decision Flow • Institutional Systems • Future of Work

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