Malgorzata Figaszewska

Director of Finance , EMEA Marriott International

Main Conference Day One - November 4, 2026

3:30 PM Panel: Governing Agentic AI: From Static Policies to Real-Time Control

As you scale agentic AI, governance is no longer a one-off exercise—it needs to operate in real time. Traditional, static models are being replaced by adaptive governance, embedded guardrails, and "governance by design", where controls, monitoring, and accountability are built directly into systems from the outset. At the same time, organisations are navigating new challenges, from agent sprawl and conflicting objectives to security risk and unclear ownership, while trying to balance autonomy with control.

• Embed governance directly into systems through guardrails, observability, and "policy as code" approaches

• Manage emerging risks including agent sprawl, conflicting objectives, and uncontrolled system interactions

• Define ownership and accountability, deciding whether agents are treated as tools, systems, or digital workers

• Balance autonomy and control while scaling agentic systems across teams, workflows, and enterprise environments

Check out the incredible speaker line-up to see who will be joining Malgorzata.

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